{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6e5ee6a6",
   "metadata": {
    "toc": true
   },
   "source": [
    "<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#爬取\" data-toc-modified-id=\"爬取-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>爬取</a></span></li><li><span><a href=\"#分类爬取\" data-toc-modified-id=\"分类爬取-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>分类爬取</a></span></li><li><span><a href=\"#尝试搜索查询\" data-toc-modified-id=\"尝试搜索查询-3\"><span class=\"toc-item-num\">3&nbsp;&nbsp;</span>尝试搜索查询</a></span></li></ul></div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad383b81",
   "metadata": {},
   "source": [
    "* 猎聘\n",
    "* 北京\n",
    "* 广告总监"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "922ea40e",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; __uuid=1685531397905.58; __gc_id=89fc06a08b3f46fdbae0b34a1163f247; need_bind_tel=false; new_user=false; c_flag=f7c96e82683edc3a46415fb94deacfbb; imId=b5e1273d5cb093f45bf0dcfaa7d2ce41; imId_0=b5e1273d5cb093f45bf0dcfaa7d2ce41; imClientId=b5e1273d5cb093f47e9ff1932c4dba7b; imClientId_0=b5e1273d5cb093f47e9ff1932c4dba7b; _ga=GA1.1.1638183886.1697023059; XSRF-TOKEN=CeEHxIFDTrKIbNspcvCVCA; __tlog=1701258200293.40%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1698838718,1700049139,1701258201; acw_tc=2760829b17012581999787660e85c14578c765b3a5140a55fa343016f0e10f; UniqueKey=5db59b88b7623a967ecd4408bb1e9b04; liepin_login_valid=0; lt_auth=7b0NOCAByw%2Bs4nOIgWUIsv5N29z6U2udoXRbjUxU0dC7CPPl4P%2FmQAOHqrcG%2FCoIqxl1JfUzMLf%2BNOr7wXFI7ksS%2FFGnlZ6utf6k1X4eTeRgHuyflMXuqsjQQ5wtrXo6ykpgn2si0HU%3D; access_system=C; user_roles=0; user_photo=5f8fa3a9dfb13a7dee343d4808u.png; user_name=%E6%9D%8E%E9%94%A6%E9%B9%8F; inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; hpo_role-sec_project=sec_project_liepin; hpo_sec_tenant=0; imApp_0=1; __session_seq=3; __uv_seq=3; __tlg_event_seq=41; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1701258248; fe_im_socketSequence_new_0=2_2_2; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_5db59b88b7623a967ecd4408bb1e9b04%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; _ga_54YTJKWN86=GS1.1.1701258199.6.1.1701258264.0.0.0'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查询cookie是否可以用，建立登录cookie\n",
    "cookie = \"inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; __uuid=1685531397905.58; __gc_id=89fc06a08b3f46fdbae0b34a1163f247; need_bind_tel=false; new_user=false; c_flag=f7c96e82683edc3a46415fb94deacfbb; imId=b5e1273d5cb093f45bf0dcfaa7d2ce41; imId_0=b5e1273d5cb093f45bf0dcfaa7d2ce41; imClientId=b5e1273d5cb093f47e9ff1932c4dba7b; imClientId_0=b5e1273d5cb093f47e9ff1932c4dba7b; _ga=GA1.1.1638183886.1697023059; XSRF-TOKEN=CeEHxIFDTrKIbNspcvCVCA; __tlog=1701258200293.40%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1698838718,1700049139,1701258201; acw_tc=2760829b17012581999787660e85c14578c765b3a5140a55fa343016f0e10f; UniqueKey=5db59b88b7623a967ecd4408bb1e9b04; liepin_login_valid=0; lt_auth=7b0NOCAByw%2Bs4nOIgWUIsv5N29z6U2udoXRbjUxU0dC7CPPl4P%2FmQAOHqrcG%2FCoIqxl1JfUzMLf%2BNOr7wXFI7ksS%2FFGnlZ6utf6k1X4eTeRgHuyflMXuqsjQQ5wtrXo6ykpgn2si0HU%3D; access_system=C; user_roles=0; user_photo=5f8fa3a9dfb13a7dee343d4808u.png; user_name=%E6%9D%8E%E9%94%A6%E9%B9%8F; inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; hpo_role-sec_project=sec_project_liepin; hpo_sec_tenant=0; imApp_0=1; __session_seq=3; __uv_seq=3; __tlg_event_seq=41; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1701258248; fe_im_socketSequence_new_0=2_2_2; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_5db59b88b7623a967ecd4408bb1e9b04%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; _ga_54YTJKWN86=GS1.1.1701258199.6.1.1701258264.0.0.0\"\n",
    "cookie"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cad10757",
   "metadata": {},
   "source": [
    "## 爬取"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e1223fc5",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "登录cookie inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; __uuid=1685531397905.58; __gc_id=89fc06a08b3f46fdbae0b34a1163f247; need_bind_tel=false; new_user=false; c_flag=f7c96e82683edc3a46415fb94deacfbb; imId=b5e1273d5cb093f45bf0dcfaa7d2ce41; imId_0=b5e1273d5cb093f45bf0dcfaa7d2ce41; imClientId=b5e1273d5cb093f47e9ff1932c4dba7b; imClientId_0=b5e1273d5cb093f47e9ff1932c4dba7b; _ga=GA1.1.1638183886.1697023059; XSRF-TOKEN=CeEHxIFDTrKIbNspcvCVCA; __tlog=1701258200293.40%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1698838718,1700049139,1701258201; acw_tc=2760829b17012581999787660e85c14578c765b3a5140a55fa343016f0e10f; UniqueKey=5db59b88b7623a967ecd4408bb1e9b04; liepin_login_valid=0; lt_auth=7b0NOCAByw%2Bs4nOIgWUIsv5N29z6U2udoXRbjUxU0dC7CPPl4P%2FmQAOHqrcG%2FCoIqxl1JfUzMLf%2BNOr7wXFI7ksS%2FFGnlZ6utf6k1X4eTeRgHuyflMXuqsjQQ5wtrXo6ykpgn2si0HU%3D; access_system=C; user_roles=0; user_photo=5f8fa3a9dfb13a7dee343d4808u.png; user_name=%E6%9D%8E%E9%94%A6%E9%B9%8F; inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; hpo_role-sec_project=sec_project_liepin; hpo_sec_tenant=0; imApp_0=1; __session_seq=3; __uv_seq=3; __tlg_event_seq=41; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1701258248; fe_im_socketSequence_new_0=2_2_2; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_5db59b88b7623a967ecd4408bb1e9b04%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; _ga_54YTJKWN86=GS1.1.1701258199.6.1.1701258264.0.0.0\n",
      "这是第1页，接下来将先等待3秒...然后以继续抓取\n",
      "这是第2页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第3页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第4页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第5页，接下来将先等待5秒...然后以继续抓取\n",
      "这是第6页，接下来将先等待5秒...然后以继续抓取\n",
      "这是第7页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第8页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第9页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第10页，接下来将先等待5秒...然后以继续抓取\n",
      "这是第11页，接下来将先等待3秒...然后以继续抓取\n",
      "这是第12页，接下来将先等待8秒...然后以继续抓取\n",
      "这是第13页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第14页，接下来将先等待3秒...然后以继续抓取\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>...</th>\n",
       "      <th>job.jobKind</th>\n",
       "      <th>job.dq</th>\n",
       "      <th>job.title</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.topJob</th>\n",
       "      <th>job.link</th>\n",
       "      <th>job.salary</th>\n",
       "      <th>job.dataPromId</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22jobId%22%3A%2246131579%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"46131579\",\"jobKind\":\"2\",\"imId\":\"ff9a...</td>\n",
       "      <td>False</td>\n",
       "      <td>ff9aa31f95551aaa471ce7e47ed88a17</td>\n",
       "      <td>2</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>人力资源部</td>\n",
       "      <td>807150ed352a4efd14e3bc54ef758115</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-东城区</td>\n",
       "      <td>广告销售总监</td>\n",
       "      <td>20221010003914</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1946131579.shtml</td>\n",
       "      <td>5-10k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22jobId%22%3A%2253004295%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"53004295\",\"jobKind\":\"2\",\"imId\":\"ff9a...</td>\n",
       "      <td>False</td>\n",
       "      <td>ff9aa31f95551aaa471ce7e47ed88a17</td>\n",
       "      <td>2</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>人力资源部</td>\n",
       "      <td>807150ed352a4efd14e3bc54ef758115</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-东城区</td>\n",
       "      <td>高级销售总监</td>\n",
       "      <td>20221010004817</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1953004295.shtml</td>\n",
       "      <td>5-10k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22jobId%22%3A%228753804%22%2C%22jobKind%22...</td>\n",
       "      <td>{\"jobId\":\"8753804\",\"jobKind\":\"2\",\"imId\":\"c62e1...</td>\n",
       "      <td>False</td>\n",
       "      <td>c62e13c6a213503ebb772d40c319282f</td>\n",
       "      <td>2</td>\n",
       "      <td>胡先生</td>\n",
       "      <td>人力资源主管</td>\n",
       "      <td>7cf4b9421f14b57a58d90705fc68e8cf</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京</td>\n",
       "      <td>客户经理</td>\n",
       "      <td>20190618155246</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/198753804.shtml</td>\n",
       "      <td>4-8k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22jobId%22%3A%2262681705%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"62681705\",\"jobKind\":\"2\",\"imId\":\"001c...</td>\n",
       "      <td>False</td>\n",
       "      <td>001c7985208596c1345750dbbc2a796a</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>4ed8313769a11c1eb07a5d79ed24698c</td>\n",
       "      <td>64c3cb9ee2fc4d368c0073a503u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>广告设计总监</td>\n",
       "      <td>20231103161719</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1962681705.shtml</td>\n",
       "      <td>15-20k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22jobId%22%3A%2253353535%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"53353535\",\"jobKind\":\"2\",\"imId\":\"a23a...</td>\n",
       "      <td>False</td>\n",
       "      <td>a23a11c35763b43401ab80e4a8b96567</td>\n",
       "      <td>2</td>\n",
       "      <td>郭女士</td>\n",
       "      <td>人力资源伙伴(HRBP)</td>\n",
       "      <td>2acc2f412dc24fb01b35bd9680191591</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>广告创意总监（策略base）</td>\n",
       "      <td>20230510101601</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1953353535.shtml</td>\n",
       "      <td>40-60k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"62724531\",\"userId\":\"3d...</td>\n",
       "      <td>False</td>\n",
       "      <td>c64230678288c66e10eee5f74aeb3ab8</td>\n",
       "      <td>2</td>\n",
       "      <td>吕女士</td>\n",
       "      <td></td>\n",
       "      <td>3d33419c060aa80cdae61ac27b8cd1dd</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>全国行业总监-知名互联网广告销售</td>\n",
       "      <td>20231106200541</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1962724531.shtml</td>\n",
       "      <td>60-90k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22jobId%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"jobId\":\"49315179\",\"userId\":\"a9...</td>\n",
       "      <td>False</td>\n",
       "      <td>b92960c0520eeae915bfaefec8d20490</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>a9a10304511d27522afde2aab670cdb1</td>\n",
       "      <td>62fb36dfe6e95329ea9fc5cc07u.jpeg</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>北京-海淀区</td>\n",
       "      <td>小米中国区-媒介总监（线下广告采买）</td>\n",
       "      <td>20230911165831</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/a/49315179.shtml</td>\n",
       "      <td>35-50k·16薪</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"55814077\",\"userId\":\"fe...</td>\n",
       "      <td>False</td>\n",
       "      <td>5ccfe7e4ff0e555238336404cc661e56</td>\n",
       "      <td>2</td>\n",
       "      <td>韩女士</td>\n",
       "      <td></td>\n",
       "      <td>fe2a7f08850253ec7e24895b276b1cd8</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-通州区</td>\n",
       "      <td>人力资源总监HRD（互联网广告行业）</td>\n",
       "      <td>20230204213941</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1955814077.shtml</td>\n",
       "      <td>13-18k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"49121493\",\"userId\":\"72...</td>\n",
       "      <td>False</td>\n",
       "      <td>d63223e225ac601c0e33f8ac54fbf39e</td>\n",
       "      <td>2</td>\n",
       "      <td>钟女士</td>\n",
       "      <td>招聘主管</td>\n",
       "      <td>72d78cba772cd64e1650f715c40bf408</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>华北LA销售总经理</td>\n",
       "      <td>20230605132707</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1949121493.shtml</td>\n",
       "      <td>25-50k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>大专</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"43995993\",\"userId\":\"9e...</td>\n",
       "      <td>False</td>\n",
       "      <td>58b4113c2e50dad2548179b4a860b4bd</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>9e4ae787ceff69b2f25a64549cc61dd5</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京</td>\n",
       "      <td>摄像师</td>\n",
       "      <td>20230515114735</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1943995993.shtml</td>\n",
       "      <td>6-10k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>大专</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>559 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
       "0   %7B%22jobId%22%3A%2246131579%22%2C%22jobKind%2...   \n",
       "1   %7B%22jobId%22%3A%2253004295%22%2C%22jobKind%2...   \n",
       "2   %7B%22jobId%22%3A%228753804%22%2C%22jobKind%22...   \n",
       "3   %7B%22jobId%22%3A%2262681705%22%2C%22jobKind%2...   \n",
       "4   %7B%22jobId%22%3A%2253353535%22%2C%22jobKind%2...   \n",
       "..                                                ...   \n",
       "34  %7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...   \n",
       "35  %7B%22jobKind%22%3A%221%22%2C%22jobId%22%3A%22...   \n",
       "36  %7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...   \n",
       "37  %7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...   \n",
       "38  %7B%22jobKind%22%3A%222%22%2C%22jobId%22%3A%22...   \n",
       "\n",
       "                                           dataParams  recruiter.chatted  \\\n",
       "0   {\"jobId\":\"46131579\",\"jobKind\":\"2\",\"imId\":\"ff9a...              False   \n",
       "1   {\"jobId\":\"53004295\",\"jobKind\":\"2\",\"imId\":\"ff9a...              False   \n",
       "2   {\"jobId\":\"8753804\",\"jobKind\":\"2\",\"imId\":\"c62e1...              False   \n",
       "3   {\"jobId\":\"62681705\",\"jobKind\":\"2\",\"imId\":\"001c...              False   \n",
       "4   {\"jobId\":\"53353535\",\"jobKind\":\"2\",\"imId\":\"a23a...              False   \n",
       "..                                                ...                ...   \n",
       "34  {\"jobKind\":\"2\",\"jobId\":\"62724531\",\"userId\":\"3d...              False   \n",
       "35  {\"jobKind\":\"1\",\"jobId\":\"49315179\",\"userId\":\"a9...              False   \n",
       "36  {\"jobKind\":\"2\",\"jobId\":\"55814077\",\"userId\":\"fe...              False   \n",
       "37  {\"jobKind\":\"2\",\"jobId\":\"49121493\",\"userId\":\"72...              False   \n",
       "38  {\"jobKind\":\"2\",\"jobId\":\"43995993\",\"userId\":\"9e...              False   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  \\\n",
       "0   ff9aa31f95551aaa471ce7e47ed88a17                    2   \n",
       "1   ff9aa31f95551aaa471ce7e47ed88a17                    2   \n",
       "2   c62e13c6a213503ebb772d40c319282f                    2   \n",
       "3   001c7985208596c1345750dbbc2a796a                    2   \n",
       "4   a23a11c35763b43401ab80e4a8b96567                    2   \n",
       "..                               ...                  ...   \n",
       "34  c64230678288c66e10eee5f74aeb3ab8                    2   \n",
       "35  b92960c0520eeae915bfaefec8d20490                    2   \n",
       "36  5ccfe7e4ff0e555238336404cc661e56                    2   \n",
       "37  d63223e225ac601c0e33f8ac54fbf39e                    2   \n",
       "38  58b4113c2e50dad2548179b4a860b4bd                    2   \n",
       "\n",
       "   recruiter.recruiterName recruiter.recruiterTitle  \\\n",
       "0                      叶女士                    人力资源部   \n",
       "1                      叶女士                    人力资源部   \n",
       "2                      胡先生                   人力资源主管   \n",
       "3                      陈女士                   人力资源总监   \n",
       "4                      郭女士             人力资源伙伴(HRBP)   \n",
       "..                     ...                      ...   \n",
       "34                     吕女士                            \n",
       "35                     张女士                     猎头顾问   \n",
       "36                     韩女士                            \n",
       "37                     钟女士                     招聘主管   \n",
       "38                     张女士                   人力资源总监   \n",
       "\n",
       "               recruiter.recruiterId          recruiter.recruiterPhoto  \\\n",
       "0   807150ed352a4efd14e3bc54ef758115   5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "1   807150ed352a4efd14e3bc54ef758115   5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "2   7cf4b9421f14b57a58d90705fc68e8cf   5f8f986c79c7cc70efbf36c808u.jpg   \n",
       "3   4ed8313769a11c1eb07a5d79ed24698c   64c3cb9ee2fc4d368c0073a503u.png   \n",
       "4   2acc2f412dc24fb01b35bd9680191591   5f8f986779c7cc70efbf36c008u.jpg   \n",
       "..                               ...                               ...   \n",
       "34  3d33419c060aa80cdae61ac27b8cd1dd   5f8f986779c7cc70efbf36c008u.jpg   \n",
       "35  a9a10304511d27522afde2aab670cdb1  62fb36dfe6e95329ea9fc5cc07u.jpeg   \n",
       "36  fe2a7f08850253ec7e24895b276b1cd8   5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "37  72d78cba772cd64e1650f715c40bf408   5f8f9865ea60860b75384fa508u.jpg   \n",
       "38  9e4ae787ceff69b2f25a64549cc61dd5   5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "\n",
       "   comp.compScale  ...  job.jobKind  job.dq           job.title  \\\n",
       "0          50-99人  ...            2  北京-东城区              广告销售总监   \n",
       "1          50-99人  ...            2  北京-东城区              高级销售总监   \n",
       "2        100-499人  ...            2      北京                客户经理   \n",
       "3        100-499人  ...            2  北京-朝阳区              广告设计总监   \n",
       "4      1000-2000人  ...            2  北京-朝阳区      广告创意总监（策略base）   \n",
       "..            ...  ...          ...     ...                 ...   \n",
       "34    5000-10000人  ...            2  北京-朝阳区    全国行业总监-知名互联网广告销售   \n",
       "35       10000人以上  ...            1  北京-海淀区  小米中国区-媒介总监（线下广告采买）   \n",
       "36          1-49人  ...            2  北京-通州区  人力资源总监HRD（互联网广告行业）   \n",
       "37    5000-10000人  ...            2  北京-朝阳区           华北LA销售总经理   \n",
       "38       100-499人  ...            2      北京                 摄像师   \n",
       "\n",
       "   job.refreshTime job.topJob                                     job.link  \\\n",
       "0   20221010003914      False  https://www.liepin.com/job/1946131579.shtml   \n",
       "1   20221010004817      False  https://www.liepin.com/job/1953004295.shtml   \n",
       "2   20190618155246      False   https://www.liepin.com/job/198753804.shtml   \n",
       "3   20231103161719      False  https://www.liepin.com/job/1962681705.shtml   \n",
       "4   20230510101601      False  https://www.liepin.com/job/1953353535.shtml   \n",
       "..             ...        ...                                          ...   \n",
       "34  20231106200541      False  https://www.liepin.com/job/1962724531.shtml   \n",
       "35  20230911165831      False      https://www.liepin.com/a/49315179.shtml   \n",
       "36  20230204213941      False  https://www.liepin.com/job/1955814077.shtml   \n",
       "37  20230605132707      False  https://www.liepin.com/job/1949121493.shtml   \n",
       "38  20230515114735      False  https://www.liepin.com/job/1943995993.shtml   \n",
       "\n",
       "    job.salary                                     job.dataPromId  \\\n",
       "0        5-10k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "1        5-10k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "2         4-8k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "3       15-20k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "4       40-60k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "..         ...                                                ...   \n",
       "34      60-90k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "35  35-50k·16薪  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "36      13-18k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "37      25-50k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "38       6-10k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "\n",
       "   job.requireEduLevel  comp.compStage  \n",
       "0                   大专             NaN  \n",
       "1                 学历不限             NaN  \n",
       "2                   大专           融资未公开  \n",
       "3                   本科             NaN  \n",
       "4                 学历不限             NaN  \n",
       "..                 ...             ...  \n",
       "34                  本科             NaN  \n",
       "35                统招本科             已上市  \n",
       "36                  本科             NaN  \n",
       "37                  大专              D轮  \n",
       "38                  大专           融资未公开  \n",
       "\n",
       "[559 rows x 31 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import crawl_liepin\n",
    "crawl_liepin.crawl(城市=\"北京\",关键词=\"广告总监\",学历=\"本科,硕士\",职业=\"广告\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dce38219",
   "metadata": {},
   "source": [
    "## 分类爬取"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4ed2a52d",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "登录cookie inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; __uuid=1685531397905.58; __gc_id=89fc06a08b3f46fdbae0b34a1163f247; need_bind_tel=false; new_user=false; c_flag=f7c96e82683edc3a46415fb94deacfbb; imId=b5e1273d5cb093f45bf0dcfaa7d2ce41; imId_0=b5e1273d5cb093f45bf0dcfaa7d2ce41; imClientId=b5e1273d5cb093f47e9ff1932c4dba7b; imClientId_0=b5e1273d5cb093f47e9ff1932c4dba7b; _ga=GA1.1.1638183886.1697023059; XSRF-TOKEN=CeEHxIFDTrKIbNspcvCVCA; __tlog=1701258200293.40%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1698838718,1700049139,1701258201; acw_tc=2760829b17012581999787660e85c14578c765b3a5140a55fa343016f0e10f; UniqueKey=5db59b88b7623a967ecd4408bb1e9b04; liepin_login_valid=0; lt_auth=7b0NOCAByw%2Bs4nOIgWUIsv5N29z6U2udoXRbjUxU0dC7CPPl4P%2FmQAOHqrcG%2FCoIqxl1JfUzMLf%2BNOr7wXFI7ksS%2FFGnlZ6utf6k1X4eTeRgHuyflMXuqsjQQ5wtrXo6ykpgn2si0HU%3D; access_system=C; user_roles=0; user_photo=5f8fa3a9dfb13a7dee343d4808u.png; user_name=%E6%9D%8E%E9%94%A6%E9%B9%8F; inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; hpo_role-sec_project=sec_project_liepin; hpo_sec_tenant=0; imApp_0=1; __session_seq=3; __uv_seq=3; __tlg_event_seq=41; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1701258248; fe_im_socketSequence_new_0=2_2_2; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_5db59b88b7623a967ecd4408bb1e9b04%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; _ga_54YTJKWN86=GS1.1.1701258199.6.1.1701258264.0.0.0\n",
      "这是第1页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第2页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第3页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第4页，接下来将先等待3秒...然后以继续抓取\n",
      "这是第5页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第6页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第7页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第8页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第9页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第10页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第11页，接下来将先等待9秒...然后以继续抓取\n",
      "这是第12页，接下来将先等待8秒...然后以继续抓取\n",
      "这是第13页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第14页，接下来将先等待10秒...然后以继续抓取\n"
     ]
    }
   ],
   "source": [
    "import crawl_liepin\n",
    "广告总监_北京_results = crawl_liepin.crawl(城市=\"北京\",关键词=\"广告总监\",学历=\"本科,硕士\",职业=\"广告\",登录cookie=cookie)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0e2b9d87",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>...</th>\n",
       "      <th>job.jobKind</th>\n",
       "      <th>job.dq</th>\n",
       "      <th>job.title</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.topJob</th>\n",
       "      <th>job.link</th>\n",
       "      <th>job.salary</th>\n",
       "      <th>job.dataPromId</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22jobId%22%3A%2246131579%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"46131579\",\"jobKind\":\"2\",\"imId\":\"ff9a...</td>\n",
       "      <td>False</td>\n",
       "      <td>ff9aa31f95551aaa471ce7e47ed88a17</td>\n",
       "      <td>2</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>人力资源部</td>\n",
       "      <td>807150ed352a4efd14e3bc54ef758115</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-东城区</td>\n",
       "      <td>广告销售总监</td>\n",
       "      <td>20221010003914</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1946131579.shtml</td>\n",
       "      <td>5-10k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22jobId%22%3A%2253004295%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"53004295\",\"jobKind\":\"2\",\"imId\":\"ff9a...</td>\n",
       "      <td>False</td>\n",
       "      <td>ff9aa31f95551aaa471ce7e47ed88a17</td>\n",
       "      <td>2</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>人力资源部</td>\n",
       "      <td>807150ed352a4efd14e3bc54ef758115</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-东城区</td>\n",
       "      <td>高级销售总监</td>\n",
       "      <td>20221010004817</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1953004295.shtml</td>\n",
       "      <td>5-10k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22jobId%22%3A%228753804%22%2C%22jobKind%22...</td>\n",
       "      <td>{\"jobId\":\"8753804\",\"jobKind\":\"2\",\"imId\":\"c62e1...</td>\n",
       "      <td>False</td>\n",
       "      <td>c62e13c6a213503ebb772d40c319282f</td>\n",
       "      <td>2</td>\n",
       "      <td>胡先生</td>\n",
       "      <td>人力资源主管</td>\n",
       "      <td>7cf4b9421f14b57a58d90705fc68e8cf</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京</td>\n",
       "      <td>客户经理</td>\n",
       "      <td>20190618155246</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/198753804.shtml</td>\n",
       "      <td>4-8k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>大专</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22jobId%22%3A%2262681705%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"62681705\",\"jobKind\":\"2\",\"imId\":\"001c...</td>\n",
       "      <td>False</td>\n",
       "      <td>001c7985208596c1345750dbbc2a796a</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>4ed8313769a11c1eb07a5d79ed24698c</td>\n",
       "      <td>64c3cb9ee2fc4d368c0073a503u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>广告设计总监</td>\n",
       "      <td>20231103161719</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1962681705.shtml</td>\n",
       "      <td>15-20k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22jobId%22%3A%2253353535%22%2C%22jobKind%2...</td>\n",
       "      <td>{\"jobId\":\"53353535\",\"jobKind\":\"2\",\"imId\":\"a23a...</td>\n",
       "      <td>False</td>\n",
       "      <td>a23a11c35763b43401ab80e4a8b96567</td>\n",
       "      <td>2</td>\n",
       "      <td>郭女士</td>\n",
       "      <td>人力资源伙伴(HRBP)</td>\n",
       "      <td>2acc2f412dc24fb01b35bd9680191591</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>广告创意总监（策略base）</td>\n",
       "      <td>20230510101601</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1953353535.shtml</td>\n",
       "      <td>40-60k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>%7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...</td>\n",
       "      <td>{\"imId\":\"c64230678288c66e10eee5f74aeb3ab8\",\"im...</td>\n",
       "      <td>False</td>\n",
       "      <td>c64230678288c66e10eee5f74aeb3ab8</td>\n",
       "      <td>2</td>\n",
       "      <td>吕女士</td>\n",
       "      <td></td>\n",
       "      <td>3d33419c060aa80cdae61ac27b8cd1dd</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>全国行业总监-知名互联网广告销售</td>\n",
       "      <td>20231106200541</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1962724531.shtml</td>\n",
       "      <td>60-90k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...</td>\n",
       "      <td>{\"imId\":\"b92960c0520eeae915bfaefec8d20490\",\"im...</td>\n",
       "      <td>False</td>\n",
       "      <td>b92960c0520eeae915bfaefec8d20490</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>a9a10304511d27522afde2aab670cdb1</td>\n",
       "      <td>62fb36dfe6e95329ea9fc5cc07u.jpeg</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>北京-海淀区</td>\n",
       "      <td>小米中国区-媒介总监（线下广告采买）</td>\n",
       "      <td>20230911165831</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/a/49315179.shtml</td>\n",
       "      <td>35-50k·16薪</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...</td>\n",
       "      <td>{\"imId\":\"5ccfe7e4ff0e555238336404cc661e56\",\"im...</td>\n",
       "      <td>False</td>\n",
       "      <td>5ccfe7e4ff0e555238336404cc661e56</td>\n",
       "      <td>2</td>\n",
       "      <td>韩女士</td>\n",
       "      <td></td>\n",
       "      <td>fe2a7f08850253ec7e24895b276b1cd8</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-通州区</td>\n",
       "      <td>人力资源总监HRD（互联网广告行业）</td>\n",
       "      <td>20230204213941</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1955814077.shtml</td>\n",
       "      <td>13-18k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...</td>\n",
       "      <td>{\"imId\":\"d63223e225ac601c0e33f8ac54fbf39e\",\"im...</td>\n",
       "      <td>False</td>\n",
       "      <td>d63223e225ac601c0e33f8ac54fbf39e</td>\n",
       "      <td>2</td>\n",
       "      <td>钟女士</td>\n",
       "      <td>招聘主管</td>\n",
       "      <td>72d78cba772cd64e1650f715c40bf408</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>华北LA销售总经理</td>\n",
       "      <td>20230605132707</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1949121493.shtml</td>\n",
       "      <td>25-50k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>大专</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...</td>\n",
       "      <td>{\"imId\":\"58b4113c2e50dad2548179b4a860b4bd\",\"im...</td>\n",
       "      <td>False</td>\n",
       "      <td>58b4113c2e50dad2548179b4a860b4bd</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>9e4ae787ceff69b2f25a64549cc61dd5</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>北京</td>\n",
       "      <td>摄像师</td>\n",
       "      <td>20230515114735</td>\n",
       "      <td>False</td>\n",
       "      <td>https://www.liepin.com/job/1943995993.shtml</td>\n",
       "      <td>6-10k</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=13&amp;...</td>\n",
       "      <td>大专</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>558 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
       "0   %7B%22jobId%22%3A%2246131579%22%2C%22jobKind%2...   \n",
       "1   %7B%22jobId%22%3A%2253004295%22%2C%22jobKind%2...   \n",
       "2   %7B%22jobId%22%3A%228753804%22%2C%22jobKind%22...   \n",
       "3   %7B%22jobId%22%3A%2262681705%22%2C%22jobKind%2...   \n",
       "4   %7B%22jobId%22%3A%2253353535%22%2C%22jobKind%2...   \n",
       "..                                                ...   \n",
       "33  %7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...   \n",
       "34  %7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...   \n",
       "35  %7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...   \n",
       "36  %7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...   \n",
       "37  %7B%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoo...   \n",
       "\n",
       "                                           dataParams  recruiter.chatted  \\\n",
       "0   {\"jobId\":\"46131579\",\"jobKind\":\"2\",\"imId\":\"ff9a...              False   \n",
       "1   {\"jobId\":\"53004295\",\"jobKind\":\"2\",\"imId\":\"ff9a...              False   \n",
       "2   {\"jobId\":\"8753804\",\"jobKind\":\"2\",\"imId\":\"c62e1...              False   \n",
       "3   {\"jobId\":\"62681705\",\"jobKind\":\"2\",\"imId\":\"001c...              False   \n",
       "4   {\"jobId\":\"53353535\",\"jobKind\":\"2\",\"imId\":\"a23a...              False   \n",
       "..                                                ...                ...   \n",
       "33  {\"imId\":\"c64230678288c66e10eee5f74aeb3ab8\",\"im...              False   \n",
       "34  {\"imId\":\"b92960c0520eeae915bfaefec8d20490\",\"im...              False   \n",
       "35  {\"imId\":\"5ccfe7e4ff0e555238336404cc661e56\",\"im...              False   \n",
       "36  {\"imId\":\"d63223e225ac601c0e33f8ac54fbf39e\",\"im...              False   \n",
       "37  {\"imId\":\"58b4113c2e50dad2548179b4a860b4bd\",\"im...              False   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  \\\n",
       "0   ff9aa31f95551aaa471ce7e47ed88a17                    2   \n",
       "1   ff9aa31f95551aaa471ce7e47ed88a17                    2   \n",
       "2   c62e13c6a213503ebb772d40c319282f                    2   \n",
       "3   001c7985208596c1345750dbbc2a796a                    2   \n",
       "4   a23a11c35763b43401ab80e4a8b96567                    2   \n",
       "..                               ...                  ...   \n",
       "33  c64230678288c66e10eee5f74aeb3ab8                    2   \n",
       "34  b92960c0520eeae915bfaefec8d20490                    2   \n",
       "35  5ccfe7e4ff0e555238336404cc661e56                    2   \n",
       "36  d63223e225ac601c0e33f8ac54fbf39e                    2   \n",
       "37  58b4113c2e50dad2548179b4a860b4bd                    2   \n",
       "\n",
       "   recruiter.recruiterName recruiter.recruiterTitle  \\\n",
       "0                      叶女士                    人力资源部   \n",
       "1                      叶女士                    人力资源部   \n",
       "2                      胡先生                   人力资源主管   \n",
       "3                      陈女士                   人力资源总监   \n",
       "4                      郭女士             人力资源伙伴(HRBP)   \n",
       "..                     ...                      ...   \n",
       "33                     吕女士                            \n",
       "34                     张女士                     猎头顾问   \n",
       "35                     韩女士                            \n",
       "36                     钟女士                     招聘主管   \n",
       "37                     张女士                   人力资源总监   \n",
       "\n",
       "               recruiter.recruiterId          recruiter.recruiterPhoto  \\\n",
       "0   807150ed352a4efd14e3bc54ef758115   5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "1   807150ed352a4efd14e3bc54ef758115   5f8f9863f6d1ab58476f246a08u.jpg   \n",
       "2   7cf4b9421f14b57a58d90705fc68e8cf   5f8f986c79c7cc70efbf36c808u.jpg   \n",
       "3   4ed8313769a11c1eb07a5d79ed24698c   64c3cb9ee2fc4d368c0073a503u.png   \n",
       "4   2acc2f412dc24fb01b35bd9680191591   5f8f986779c7cc70efbf36c008u.jpg   \n",
       "..                               ...                               ...   \n",
       "33  3d33419c060aa80cdae61ac27b8cd1dd   5f8f986779c7cc70efbf36c008u.jpg   \n",
       "34  a9a10304511d27522afde2aab670cdb1  62fb36dfe6e95329ea9fc5cc07u.jpeg   \n",
       "35  fe2a7f08850253ec7e24895b276b1cd8   5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "36  72d78cba772cd64e1650f715c40bf408   5f8f9865ea60860b75384fa508u.jpg   \n",
       "37  9e4ae787ceff69b2f25a64549cc61dd5   5f8f9866dfb13a7dee342f1808u.jpg   \n",
       "\n",
       "   comp.compScale  ...  job.jobKind  job.dq           job.title  \\\n",
       "0          50-99人  ...            2  北京-东城区              广告销售总监   \n",
       "1          50-99人  ...            2  北京-东城区              高级销售总监   \n",
       "2        100-499人  ...            2      北京                客户经理   \n",
       "3        100-499人  ...            2  北京-朝阳区              广告设计总监   \n",
       "4      1000-2000人  ...            2  北京-朝阳区      广告创意总监（策略base）   \n",
       "..            ...  ...          ...     ...                 ...   \n",
       "33    5000-10000人  ...            2  北京-朝阳区    全国行业总监-知名互联网广告销售   \n",
       "34       10000人以上  ...            1  北京-海淀区  小米中国区-媒介总监（线下广告采买）   \n",
       "35          1-49人  ...            2  北京-通州区  人力资源总监HRD（互联网广告行业）   \n",
       "36    5000-10000人  ...            2  北京-朝阳区           华北LA销售总经理   \n",
       "37       100-499人  ...            2      北京                 摄像师   \n",
       "\n",
       "   job.refreshTime job.topJob                                     job.link  \\\n",
       "0   20221010003914      False  https://www.liepin.com/job/1946131579.shtml   \n",
       "1   20221010004817      False  https://www.liepin.com/job/1953004295.shtml   \n",
       "2   20190618155246      False   https://www.liepin.com/job/198753804.shtml   \n",
       "3   20231103161719      False  https://www.liepin.com/job/1962681705.shtml   \n",
       "4   20230510101601      False  https://www.liepin.com/job/1953353535.shtml   \n",
       "..             ...        ...                                          ...   \n",
       "33  20231106200541      False  https://www.liepin.com/job/1962724531.shtml   \n",
       "34  20230911165831      False      https://www.liepin.com/a/49315179.shtml   \n",
       "35  20230204213941      False  https://www.liepin.com/job/1955814077.shtml   \n",
       "36  20230605132707      False  https://www.liepin.com/job/1949121493.shtml   \n",
       "37  20230515114735      False  https://www.liepin.com/job/1943995993.shtml   \n",
       "\n",
       "    job.salary                                     job.dataPromId  \\\n",
       "0        5-10k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "1        5-10k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "2         4-8k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "3       15-20k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "4       40-60k  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...   \n",
       "..         ...                                                ...   \n",
       "33      60-90k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "34  35-50k·16薪  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "35      13-18k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "36      25-50k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "37       6-10k  d_sfrom=search_prime&d_ckId=null&d_curPage=13&...   \n",
       "\n",
       "   job.requireEduLevel  comp.compStage  \n",
       "0                   大专             NaN  \n",
       "1                 学历不限             NaN  \n",
       "2                   大专           融资未公开  \n",
       "3                   本科             NaN  \n",
       "4                 学历不限             NaN  \n",
       "..                 ...             ...  \n",
       "33                  本科             NaN  \n",
       "34                统招本科             已上市  \n",
       "35                  本科             NaN  \n",
       "36                  大专              D轮  \n",
       "37                  大专           融资未公开  \n",
       "\n",
       "[558 rows x 31 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查看爬取内容\n",
    "广告总监_北京_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3e51d97a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['dataInfo', 'dataParams', 'recruiter.chatted', 'recruiter.imId',\n",
       "       'recruiter.imUserType', 'recruiter.recruiterName',\n",
       "       'recruiter.recruiterTitle', 'recruiter.recruiterId',\n",
       "       'recruiter.recruiterPhoto', 'comp.compScale', 'comp.compId',\n",
       "       'comp.compLogo', 'comp.compName', 'comp.link', 'comp.compIndustry',\n",
       "       'job.labels', 'job.pcOuterLink', 'job.h5OuterLink', 'job.jobId',\n",
       "       'job.advViewFlag', 'job.requireWorkYears', 'job.jobKind', 'job.dq',\n",
       "       'job.title', 'job.refreshTime', 'job.topJob', 'job.link', 'job.salary',\n",
       "       'job.dataPromId', 'job.requireEduLevel', 'comp.compStage'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "广告总监_北京_results.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a6ba91f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "北京-朝阳区     235\n",
       "北京         228\n",
       "北京-海淀区      29\n",
       "北京-东城区      20\n",
       "北京-通州区      14\n",
       "北京-大兴区      12\n",
       "北京-西城区       9\n",
       "北京-顺义区       5\n",
       "北京-昌平区       3\n",
       "北京-丰台区       2\n",
       "北京-石景山区      1\n",
       "Name: job.dq, dtype: int64"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "series_dq = 广告总监_北京_results['job.dq'].value_counts()\n",
    "series_dq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "2e5b0261",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0                 广告销售总监\n",
       "1                 高级销售总监\n",
       "2                   客户经理\n",
       "3                 广告设计总监\n",
       "4         广告创意总监（策略base）\n",
       "             ...        \n",
       "33      全国行业总监-知名互联网广告销售\n",
       "34    小米中国区-媒介总监（线下广告采买）\n",
       "35    人力资源总监HRD（互联网广告行业）\n",
       "36             华北LA销售总经理\n",
       "37                   摄像师\n",
       "Name: job.title, Length: 558, dtype: object"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "series_title = 广告总监_北京_results['job.title']\n",
    "series_title"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "fc9689b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]                                                            261\n",
       "[市场营销, 市场拓展, 渠道策划, 市场调研分析, 品牌推广, 广告/传媒/文化]                      5\n",
       "[销售管理, 团队管理, 市场洞察, 渠道销售]                                        3\n",
       "[广告/传媒/文化]                                                      3\n",
       "[广告创意]                                                          3\n",
       "                                                             ... \n",
       "[广告业, 客户管理, 广告媒体, 传媒行业, 广告媒介, 销售培训, 公众号, 机电设备, 渠道销售, 广告行业]      1\n",
       "[乙方公司背景, 公关策略, 文案策划]                                            1\n",
       "[广告业, 客户管理, 咨询服务, IT/互联网/软件, 销售管理, 渠道销售, 广告行业, IT互联网]           1\n",
       "[社区服务, 客户管理, 传媒行业, 广告业, 广告行业]                                   1\n",
       "[摄像, 剪辑]                                                        1\n",
       "Name: job.labels, Length: 281, dtype: int64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "series_labels = 广告总监_北京_results['job.labels'].value_counts()\n",
    "series_labels"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6f989cf9",
   "metadata": {},
   "source": [
    "## 尝试搜索查询"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "cd6473cc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "请输入你要查询的职位：广告总监，广告策划\n"
     ]
    }
   ],
   "source": [
    "用户输入职位 = input(\"请输入你要查询的职位：\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "a60ff058",
   "metadata": {},
   "outputs": [],
   "source": [
    "城市编码 = {\n",
    "    '北京':'010',\n",
    "    '上海':'020',\n",
    "    '广州':'050020',\n",
    "    '深圳':'050090',\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "26ab2c86",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "请输入你要查询的城市：北京\n"
     ]
    }
   ],
   "source": [
    "用户输入城市 = input(\"请输入你要查询的城市：\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "4151d505",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'flag': 1, 'data': {'data': {'jobCardList': [{'job': {'labels': ['营销策划', '文案策划', '媒介策划', '公关策划', '新媒体策划', '信息流', '新媒体', '消费品', '广告/传媒/文化'], 'title': '广告策划总监', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/a/50835849.shtml', 'refreshTime': '20231116113036', 'jobKind': '1', 'topJob': False, 'jobId': '50835849', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '大专', 'salary': '18-25k', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=0'}, 'recruiter': {'chatted': False, 'imId': 'c5359de2331e9ce697cd4b0530f9e3f9', 'imUserType': '2', 'recruiterId': '0a03aa1e0f8f6ea71d84e0bbddc3f60d', 'recruiterName': '宋女士', 'recruiterTitle': '猎头顾问', 'recruiterPhoto': '655328dea35d763330c4947a08u.jpeg'}, 'comp': {'link': '', 'compIndustry': '广告/公关/会展', 'compScale': '1-49人', 'compName': '某北京广告/公关/会展公司', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2250835849%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"c5359de2331e9ce697cd4b0530f9e3f9\",\"imUserType\":\"2\",\"userId\":\"0a03aa1e0f8f6ea71d84e0bbddc3f60d\",\"jobKind\":\"1\",\"jobId\":\"50835849\",\"recruiterName\":\"宋女士\",\"recruiterPhoto\":\"655328dea35d763330c4947a08u.jpeg\"}'}, {'job': {'labels': ['文案策划', '广告策划', '媒介策划', '网站策划', '营销策划', '客户管理', '广告媒体', '移动媒体', '网络媒体', '乙方公司背景'], 'title': '广告策划总监', 'dq': '北京-通州区', 'link': 'https://www.liepin.com/job/1958273833.shtml', 'refreshTime': '20230504175537', 'jobKind': '2', 'topJob': False, 'jobId': '58273833', 'advViewFlag': False, 'requireWorkYears': '10年以上', 'requireEduLevel': '本科', 'salary': '40-60k·15薪', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=1'}, 'recruiter': {'chatted': False, 'imId': '26589f3a62c07bda36d8c7038f74fcb7', 'imUserType': '2', 'recruiterId': 'aadd6feb5284fb88fe617cf9abcae704', 'recruiterName': '黄女士', 'recruiterTitle': '招聘经理', 'recruiterPhoto': '64b290564767061a4c09cecc04u.png'}, 'comp': {'compId': 9770323, 'link': 'https://www.liepin.com/company/9770323/', 'compIndustry': '货运/物流/仓储', 'compScale': '10000人以上', 'compName': '京东物流', 'compStage': '港股上市', 'compLogo': '5f3b73cb9d37de587955cfe104u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2258273833%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"26589f3a62c07bda36d8c7038f74fcb7\",\"imUserType\":\"2\",\"userId\":\"aadd6feb5284fb88fe617cf9abcae704\",\"jobKind\":\"2\",\"jobId\":\"58273833\",\"recruiterName\":\"黄女士\",\"recruiterPhoto\":\"64b290564767061a4c09cecc04u.png\"}'}, {'job': {'labels': ['广告/传媒/文化'], 'title': '广告策划总监', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962732245.shtml', 'refreshTime': '20231123144656', 'jobKind': '2', 'topJob': False, 'jobId': '62732245', 'advViewFlag': False, 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'salary': '30-45k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=2'}, 'recruiter': {'chatted': False, 'imId': '448047ccdaa303881e0eee8bcfc0b74c', 'imUserType': '2', 'recruiterId': 'a599fc51709ffd2d81debca56bfa385b', 'recruiterName': '常女士', 'recruiterTitle': '人事经理', 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}, 'comp': {'compId': 12936455, 'link': 'https://www.liepin.com/company/12936455/', 'compIndustry': '广告/公关/会展', 'compScale': '50-99人', 'compName': '上海氩氪广告Arkr Digital', 'compLogo': '614c4705e4116611ba268f6203u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2262732245%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"448047ccdaa303881e0eee8bcfc0b74c\",\"imUserType\":\"2\",\"userId\":\"a599fc51709ffd2d81debca56bfa385b\",\"jobKind\":\"2\",\"jobId\":\"62732245\",\"recruiterName\":\"常女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'}, {'job': {'labels': [], 'title': '广告策划总监', 'dq': '北京', 'link': 'https://www.liepin.com/a/50110815.shtml', 'refreshTime': '20231127120051', 'jobKind': '1', 'topJob': False, 'jobId': '50110815', 'advViewFlag': False, 'requireWorkYears': '经验不限', 'requireEduLevel': '统招本科', 'salary': '40-60k', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=3'}, 'recruiter': {'chatted': False, 'imId': '2c913b533acea2852980490a0cdf2257', 'imUserType': '2', 'recruiterId': '20c576c610f87f4196cda1ab07076b48', 'recruiterName': '闫女士', 'recruiterTitle': '猎头顾问', 'recruiterPhoto': '604779574c997871cd4211ab01u.png'}, 'comp': {'link': '', 'compIndustry': '广告/公关/会展', 'compScale': '100-499人', 'compName': '某北京广告/公关/会展公司', 'compStage': '融资未公开', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2250110815%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"2c913b533acea2852980490a0cdf2257\",\"imUserType\":\"2\",\"userId\":\"20c576c610f87f4196cda1ab07076b48\",\"jobKind\":\"1\",\"jobId\":\"50110815\",\"recruiterName\":\"闫女士\",\"recruiterPhoto\":\"604779574c997871cd4211ab01u.png\"}'}, {'job': {'labels': ['营销策划', '媒介策划', '广告策划', '自媒体策划', '新媒体', '广告媒体', '信息流', '门户网站', '短视频', '广告/传媒/文化'], 'title': '广告策划总监', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1951830319.shtml', 'refreshTime': '20230323163808', 'jobKind': '2', 'topJob': False, 'jobId': '51830319', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'salary': '18-30k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=4'}, 'recruiter': {'chatted': False, 'imId': '5449fc3258dc048f4a442a36df2c3658', 'imUserType': '2', 'recruiterId': 'b26e88d69108b2290c633f544d7c351a', 'recruiterName': '张女士', 'recruiterTitle': '招聘主管', 'recruiterPhoto': '62f327dd1ecdfe187abc9b8705u.png'}, 'comp': {'compId': 7857853, 'link': 'https://www.liepin.com/company/7857853/', 'compIndustry': '互联网', 'compScale': '500-999人', 'compName': '无双科技', 'compStage': '已上市', 'compLogo': '5bfe973674719df0ac992e6403a.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2251830319%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"5449fc3258dc048f4a442a36df2c3658\",\"imUserType\":\"2\",\"userId\":\"b26e88d69108b2290c633f544d7c351a\",\"jobKind\":\"2\",\"jobId\":\"51830319\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"62f327dd1ecdfe187abc9b8705u.png\"}'}, {'job': {'labels': ['新媒体策划', '乙方经验'], 'title': '广告策划总监', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1947704155.shtml', 'refreshTime': '20220303183600', 'jobKind': '2', 'topJob': False, 'jobId': '47704155', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '大专', 'salary': '18-25k·13薪', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=5&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=5'}, 'recruiter': {'chatted': False, 'imId': '9cb07d3484445c792febfee5850a4afd', 'imUserType': '2', 'recruiterId': 'dc37fa40199c0cb65aae81e6e5351347', 'recruiterName': '付先生', 'recruiterTitle': '老板', 'recruiterPhoto': '620a02fa7b6a4818390c4e3808u.png'}, 'comp': {'compId': 13111367, 'link': 'https://www.liepin.com/company/13111367/', 'compIndustry': '广告/公关/会展', 'compScale': '1-49人', 'compName': '北京倍美文化传媒有限公司', 'compLogo': '61a2ad831bd4fb704ed1695504u.jpg'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2247704155%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"9cb07d3484445c792febfee5850a4afd\",\"imUserType\":\"2\",\"userId\":\"dc37fa40199c0cb65aae81e6e5351347\",\"jobKind\":\"2\",\"jobId\":\"47704155\",\"recruiterName\":\"付先生\",\"recruiterPhoto\":\"620a02fa7b6a4818390c4e3808u.png\"}'}, {'job': {'labels': [], 'title': '广告策划运营', 'dq': '北京-西城区', 'link': 'https://www.liepin.com/job/1963064221.shtml', 'refreshTime': '20231121102642', 'jobKind': '2', 'topJob': False, 'jobId': '63064221', 'advViewFlag': False, 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'salary': '15-20k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=6&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=6'}, 'recruiter': {'chatted': False, 'imId': 'c90ab12afdee71459add05084bd83d36', 'imUserType': '2', 'recruiterId': '544ec63fbf257aa3c63c53c95bbaf19c', 'recruiterName': '吴女士', 'recruiterTitle': 'HR经理', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compId': 12731733, 'link': 'https://www.liepin.com/company/12731733/', 'compIndustry': '工程施工', 'compScale': '1-49人', 'compName': '双田(北京)机电工程有限公司', 'compStage': '融资未公开', 'compLogo': '61b07937d0458d53c627567e02u.jpg'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2263064221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"c90ab12afdee71459add05084bd83d36\",\"imUserType\":\"2\",\"userId\":\"544ec63fbf257aa3c63c53c95bbaf19c\",\"jobKind\":\"2\",\"jobId\":\"63064221\",\"recruiterName\":\"吴女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'}, {'job': {'labels': [], 'title': '广告策划经理——free/全职', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962431071.shtml', 'refreshTime': '20231116151831', 'jobKind': '2', 'topJob': False, 'jobId': '62431071', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'salary': '17-30k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=7&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=7'}, 'recruiter': {'chatted': False, 'imId': 'b8d35c9ff6e259b48c7fd219ac0bcf9b', 'imUserType': '2', 'recruiterId': '2db7251ad28345bb377befc721fedfa7', 'recruiterName': '李女士', 'recruiterTitle': 'HRD', 'recruiterPhoto': '653b162b67af7e45549be68802u.jpg'}, 'comp': {'compId': 8633977, 'link': 'https://www.liepin.com/company/8633977/', 'compIndustry': '广告/公关/会展', 'compScale': '100-499人', 'compName': '新知百略', 'compLogo': '653a2432e358b439b9af564108u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2262431071%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"b8d35c9ff6e259b48c7fd219ac0bcf9b\",\"imUserType\":\"2\",\"userId\":\"2db7251ad28345bb377befc721fedfa7\",\"jobKind\":\"2\",\"jobId\":\"62431071\",\"recruiterName\":\"李女士\",\"recruiterPhoto\":\"653b162b67af7e45549be68802u.jpg\"}'}, {'job': {'labels': [], 'title': '广告策划经理——free/全职', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962433159.shtml', 'refreshTime': '20231024151337', 'jobKind': '2', 'topJob': False, 'jobId': '62433159', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'salary': '17-30k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=8&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=8'}, 'recruiter': {'chatted': False, 'imId': 'dfbb59997b183797b1f0b9c52c0f4979', 'imUserType': '2', 'recruiterId': 'df1805b75f1a3f6e9582f54713c96151', 'recruiterName': '周女士', 'recruiterTitle': '人事行政专员', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compId': 8633977, 'link': 'https://www.liepin.com/company/8633977/', 'compIndustry': '广告/公关/会展', 'compScale': '100-499人', 'compName': '新知百略', 'compLogo': '653a2432e358b439b9af564108u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2262433159%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"dfbb59997b183797b1f0b9c52c0f4979\",\"imUserType\":\"2\",\"userId\":\"df1805b75f1a3f6e9582f54713c96151\",\"jobKind\":\"2\",\"jobId\":\"62433159\",\"recruiterName\":\"周女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'}, {'job': {'labels': [], 'title': '广告策划经理——free/全职', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962431441.shtml', 'refreshTime': '20231024144448', 'jobKind': '2', 'topJob': False, 'jobId': '62431441', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'salary': '17-30k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=9&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=9'}, 'recruiter': {'chatted': False, 'imId': 'dfbb59997b1837979809d03804875792', 'imUserType': '2', 'recruiterId': '854a1e34a50f3eec3b25c7c79b53db06', 'recruiterName': '闫女士', 'recruiterTitle': 'hr', 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}, 'comp': {'compId': 8633977, 'link': 'https://www.liepin.com/company/8633977/', 'compIndustry': '广告/公关/会展', 'compScale': '100-499人', 'compName': '新知百略', 'compLogo': '653a2432e358b439b9af564108u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2262431441%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"dfbb59997b1837979809d03804875792\",\"imUserType\":\"2\",\"userId\":\"854a1e34a50f3eec3b25c7c79b53db06\",\"jobKind\":\"2\",\"jobId\":\"62431441\",\"recruiterName\":\"闫女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'}, {'job': {'labels': [], 'title': '生活服务行业 广告策划', 'dq': '北京', 'link': 'https://www.liepin.com/a/50462435.shtml', 'refreshTime': '20231128193245', 'jobKind': '1', 'topJob': False, 'jobId': '50462435', 'advViewFlag': False, 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'salary': '35-60k', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=10&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=10'}, 'recruiter': {'chatted': False, 'imId': 'b82198015923d9ddc1bd2b3e9fec8144', 'imUserType': '2', 'recruiterId': '0856310723ffd91ecece00ab3c69cd5c', 'recruiterName': '张女士', 'recruiterTitle': '猎头顾问', 'recruiterPhoto': '62c6c0693d65642b15f1667002u.png'}, 'comp': {'link': '', 'compIndustry': '广告/公关/会展', 'compScale': '5000-10000人', 'compName': '某上海大型广告/公关/会展公司', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2250462435%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"b82198015923d9ddc1bd2b3e9fec8144\",\"imUserType\":\"2\",\"userId\":\"0856310723ffd91ecece00ab3c69cd5c\",\"jobKind\":\"1\",\"jobId\":\"50462435\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"62c6c0693d65642b15f1667002u.png\"}'}, {'job': {'labels': [], 'title': '广告客户总监', 'dq': '北京-西城区', 'link': 'https://www.liepin.com/job/1963061005.shtml', 'refreshTime': '20231121094151', 'jobKind': '2', 'topJob': False, 'jobId': '63061005', 'advViewFlag': False, 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'salary': '15-20k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=11&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=11'}, 'recruiter': {'chatted': False, 'imId': 'c90ab12afdee71459add05084bd83d36', 'imUserType': '2', 'recruiterId': '544ec63fbf257aa3c63c53c95bbaf19c', 'recruiterName': '吴女士', 'recruiterTitle': 'HR经理', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compId': 12731733, 'link': 'https://www.liepin.com/company/12731733/', 'compIndustry': '工程施工', 'compScale': '1-49人', 'compName': '双田(北京)机电工程有限公司', 'compStage': '融资未公开', 'compLogo': '61b07937d0458d53c627567e02u.jpg'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2263061005%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"c90ab12afdee71459add05084bd83d36\",\"imUserType\":\"2\",\"userId\":\"544ec63fbf257aa3c63c53c95bbaf19c\",\"jobKind\":\"2\",\"jobId\":\"63061005\",\"recruiterName\":\"吴女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'}, {'job': {'labels': ['乙方公司背景', '公关策略', '文案策划'], 'title': '广告客户总监', 'dq': '北京-东城区', 'link': 'https://www.liepin.com/job/1962138619.shtml', 'refreshTime': '20231011151748', 'jobKind': '2', 'topJob': False, 'jobId': '62138619', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '大专', 'salary': '20-30k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=12&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=12'}, 'recruiter': {'chatted': False, 'imId': 'ec77b9e0077cd7406aab30ef0ef28cf3', 'imUserType': '2', 'recruiterId': 'bb795bd8f8ce4663231435f3023a82f5', 'recruiterName': '刘女士', 'recruiterTitle': 'HRBP', 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}, 'comp': {'compId': 12590815, 'link': 'https://www.liepin.com/company/12590815/', 'compIndustry': '基金/证券/期货', 'compScale': '50-99人', 'compName': '世厚(北京)投资管理有限公司', 'compLogo': '60485a1b4f80bf4f00765b4601u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2262138619%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"ec77b9e0077cd7406aab30ef0ef28cf3\",\"imUserType\":\"2\",\"userId\":\"bb795bd8f8ce4663231435f3023a82f5\",\"jobKind\":\"2\",\"jobId\":\"62138619\",\"recruiterName\":\"刘女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'}, {'job': {'labels': [], 'title': '创意策划总监（TVC方向）-北京', 'dq': '北京', 'link': 'https://www.liepin.com/a/49991585.shtml', 'refreshTime': '20231127212639', 'jobKind': '1', 'topJob': False, 'jobId': '49991585', 'advViewFlag': False, 'requireWorkYears': '5-10年', 'requireEduLevel': '统招本科', 'salary': '35-60k·15薪', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=13&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=13'}, 'recruiter': {'chatted': False, 'imId': '6d01b40f6b4af179337193710fe42056', 'imUserType': '2', 'recruiterId': '7171e0fb376332405d73f02aac143a59', 'recruiterName': '刘女士', 'recruiterTitle': '猎头顾问', 'recruiterPhoto': '60b4b69821f07412de6acf2c01u.png'}, 'comp': {'link': '', 'compIndustry': '广告/公关/会展', 'compScale': '100-499人', 'compName': '某北京广告/公关/会展公司', 'compStage': '融资未公开', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2249991585%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"6d01b40f6b4af179337193710fe42056\",\"imUserType\":\"2\",\"userId\":\"7171e0fb376332405d73f02aac143a59\",\"jobKind\":\"1\",\"jobId\":\"49991585\",\"recruiterName\":\"刘女士\",\"recruiterPhoto\":\"60b4b69821f07412de6acf2c01u.png\"}'}, {'job': {'labels': ['线上线下', 'social    ', '活动创意COPY', '创意COPY', '数字创意'], 'title': '创意总监（Event-Copy）-BJ', 'dq': '北京', 'link': 'https://www.liepin.com/a/49480083.shtml', 'refreshTime': '20231127190827', 'jobKind': '1', 'topJob': False, 'jobId': '49480083', 'advViewFlag': False, 'requireWorkYears': '10年以上', 'requireEduLevel': '大专', 'salary': '30-45k·16薪', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=14&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=14'}, 'recruiter': {'chatted': False, 'imId': 'b2fd167cedd42634ccf79dbc9e75a66a', 'imUserType': '2', 'recruiterId': 'b0ce30e3399f031abe2c2493b9ca7c50', 'recruiterName': '陈先生', 'recruiterTitle': '猎头顾问', 'recruiterPhoto': '61c57dce420e35016cec5e1502u.png'}, 'comp': {'link': '', 'compIndustry': '广告/公关/会展', 'compScale': '1-49人', 'compName': '某知名公司', 'compStage': '融资未公开', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2249480083%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"b2fd167cedd42634ccf79dbc9e75a66a\",\"imUserType\":\"2\",\"userId\":\"b0ce30e3399f031abe2c2493b9ca7c50\",\"jobKind\":\"1\",\"jobId\":\"49480083\",\"recruiterName\":\"陈先生\",\"recruiterPhoto\":\"61c57dce420e35016cec5e1502u.png\"}'}, {'job': {'labels': [], 'title': '高级创意策划', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1941806841.shtml', 'refreshTime': '20210805153510', 'jobKind': '2', 'topJob': False, 'jobId': '41806841', 'advViewFlag': False, 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'salary': '20-30k·13薪', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=15&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=15'}, 'recruiter': {'chatted': False, 'imId': 'cf7b0b4ee8527b7271de52c3bc0b6279', 'imUserType': '2', 'recruiterId': '5bbde9abefc2e1a32b004afb57841a96', 'recruiterName': '刘先生', 'recruiterTitle': 'HRBP', 'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg'}, 'comp': {'compId': 8762479, 'link': 'https://www.liepin.com/company/8762479/', 'compIndustry': '广播/影视/录音', 'compScale': '100-499人', 'compName': '北京世相科技文化有限公司', 'compLogo': '5bfea29a74719d2aa34c619503a.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2241806841%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"cf7b0b4ee8527b7271de52c3bc0b6279\",\"imUserType\":\"2\",\"userId\":\"5bbde9abefc2e1a32b004afb57841a96\",\"jobKind\":\"2\",\"jobId\":\"41806841\",\"recruiterName\":\"刘先生\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}'}, {'job': {'labels': [], 'title': '策划总监', 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1919545341.shtml', 'refreshTime': '20200224203733', 'jobKind': '2', 'topJob': False, 'jobId': '19545341', 'advViewFlag': False, 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'salary': '18-25k', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=16&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=16'}, 'recruiter': {'chatted': False, 'imId': 'c0fe11f4512b4369e4cd5c055e1e05ce', 'imUserType': '2', 'recruiterId': '30c7fd6deb846cae519517d193bdfa0c', 'recruiterName': '王女士', 'recruiterTitle': '', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compId': 9858199, 'link': 'https://www.liepin.com/company/9858199/', 'compIndustry': '广告/公关/会展', 'compScale': '1-49人', 'compName': '猎豹互动传媒(北京)有限公司', 'compStage': '融资未公开', 'compLogo': '5cc808eb9fae687d435657a806u.png'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2219545341%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'dataParams': '{\"imId\":\"c0fe11f4512b4369e4cd5c055e1e05ce\",\"imUserType\":\"2\",\"userId\":\"30c7fd6deb846cae519517d193bdfa0c\",\"jobKind\":\"2\",\"jobId\":\"19545341\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'}], 'compList': []}, 'passThroughData': {'sfrom': 'search_job_pc', 'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'scene': 'input', 'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8'}, 'pagination': {'totalPage': 1, 'pageSize': 40, 'totalCounts': 17, 'currentPage': 0, 'hasNext': False}}}\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "import json\n",
    "\n",
    "url = \"https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "payload = {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": 城市编码[用户输入城市],\n",
    "            \"dq\":城市编码[用户输入城市],\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 0,\n",
    "            \"pageSize\": 40,\n",
    "            \"key\": 用户输入职位,\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": \"0\",\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": \"\"\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    }\n",
    "}\n",
    "\n",
    "# set the headers\n",
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie':'inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; __uuid=1685531397905.58; __gc_id=89fc06a08b3f46fdbae0b34a1163f247; need_bind_tel=false; new_user=false; c_flag=f7c96e82683edc3a46415fb94deacfbb; imId=b5e1273d5cb093f45bf0dcfaa7d2ce41; imId_0=b5e1273d5cb093f45bf0dcfaa7d2ce41; imClientId=b5e1273d5cb093f47e9ff1932c4dba7b; imClientId_0=b5e1273d5cb093f47e9ff1932c4dba7b; _ga=GA1.1.1638183886.1697023059; XSRF-TOKEN=CeEHxIFDTrKIbNspcvCVCA; __tlog=1701258200293.40%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1698838718,1700049139,1701258201; acw_tc=2760829b17012581999787660e85c14578c765b3a5140a55fa343016f0e10f; UniqueKey=5db59b88b7623a967ecd4408bb1e9b04; liepin_login_valid=0; lt_auth=7b0NOCAByw%2Bs4nOIgWUIsv5N29z6U2udoXRbjUxU0dC7CPPl4P%2FmQAOHqrcG%2FCoIqxl1JfUzMLf%2BNOr7wXFI7ksS%2FFGnlZ6utf6k1X4eTeRgHuyflMXuqsjQQ5wtrXo6ykpgn2si0HU%3D; access_system=C; user_roles=0; user_photo=5f8fa3a9dfb13a7dee343d4808u.png; user_name=%E6%9D%8E%E9%94%A6%E9%B9%8F; inited_user=a875a3b7ef09339304aa8ceeb8aec5ed; hpo_role-sec_project=sec_project_liepin; hpo_sec_tenant=0; imApp_0=1; __session_seq=3; __uv_seq=3; __tlg_event_seq=41; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1701258248; fe_im_socketSequence_new_0=2_2_2; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_5db59b88b7623a967ecd4408bb1e9b04%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; _ga_54YTJKWN86=GS1.1.1701258199.6.1.1701258264.0.0.0',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/105.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'fea335b6-f4a4-42fd-9bd8-6fe41ffec413',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'XMz5EHIASaeNsiKARaDj0g'\n",
    "}\n",
    "\n",
    "# send a POST request with headers\n",
    "r = requests.post(url, data=json.dumps(payload), headers=headers)\n",
    "\n",
    "# extract the JSON data from the response\n",
    "response_data = r.json()\n",
    "\n",
    "# example: print the number of job postings returned\n",
    "print(response_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "8b75e6fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import math"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9af8f827",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "page = math.ceil(response_data['data']['pagination']['totalCounts']/40)\n",
    "page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "a0893d8e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'flag': 1, 'data': {'data': {'compList': [], 'jobCardList': [{'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2250835849%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"宋女士\",\"jobId\":\"50835849\",\"jobKind\":\"1\",\"userId\":\"0a03aa1e0f8f6ea71d84e0bbddc3f60d\",\"imId\":\"c5359de2331e9ce697cd4b0530f9e3f9\",\"imUserType\":\"2\",\"recruiterPhoto\":\"655328dea35d763330c4947a08u.jpeg\"}', 'job': {'labels': ['营销策划', '文案策划', '媒介策划', '公关策划', '新媒体策划', '信息流', '新媒体', '消费品', '广告/传媒/文化'], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/a/50835849.shtml', 'topJob': False, 'jobId': '50835849', 'title': '广告策划总监', 'refreshTime': '20231116113036', 'jobKind': '1', 'salary': '18-25k', 'requireWorkYears': '3-5年', 'requireEduLevel': '大专', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=0', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '宋女士', 'recruiterTitle': '猎头顾问', 'imId': 'c5359de2331e9ce697cd4b0530f9e3f9', 'imUserType': '2', 'recruiterId': '0a03aa1e0f8f6ea71d84e0bbddc3f60d', 'recruiterPhoto': '655328dea35d763330c4947a08u.jpeg'}, 'comp': {'compName': '某北京广告/公关/会展公司', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png', 'link': '', 'compScale': '1-49人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2258273833%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"黄女士\",\"jobId\":\"58273833\",\"jobKind\":\"2\",\"userId\":\"aadd6feb5284fb88fe617cf9abcae704\",\"imId\":\"26589f3a62c07bda36d8c7038f74fcb7\",\"imUserType\":\"2\",\"recruiterPhoto\":\"64b290564767061a4c09cecc04u.png\"}', 'job': {'labels': ['文案策划', '广告策划', '媒介策划', '网站策划', '营销策划', '客户管理', '广告媒体', '移动媒体', '网络媒体', '乙方公司背景'], 'dq': '北京-通州区', 'link': 'https://www.liepin.com/job/1958273833.shtml', 'topJob': False, 'jobId': '58273833', 'title': '广告策划总监', 'refreshTime': '20230504175537', 'jobKind': '2', 'salary': '40-60k·15薪', 'requireWorkYears': '10年以上', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=1', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '黄女士', 'recruiterTitle': '招聘经理', 'imId': '26589f3a62c07bda36d8c7038f74fcb7', 'imUserType': '2', 'recruiterId': 'aadd6feb5284fb88fe617cf9abcae704', 'recruiterPhoto': '64b290564767061a4c09cecc04u.png'}, 'comp': {'compName': '京东物流', 'compStage': '港股上市', 'compLogo': '5f3b73cb9d37de587955cfe104u.png', 'link': 'https://www.liepin.com/company/9770323/', 'compId': 9770323, 'compScale': '10000人以上', 'compIndustry': '货运/物流/仓储'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2262732245%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"常女士\",\"jobId\":\"62732245\",\"jobKind\":\"2\",\"userId\":\"a599fc51709ffd2d81debca56bfa385b\",\"imId\":\"448047ccdaa303881e0eee8bcfc0b74c\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}', 'job': {'labels': ['广告/传媒/文化'], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962732245.shtml', 'topJob': False, 'jobId': '62732245', 'title': '广告策划总监', 'refreshTime': '20231123144656', 'jobKind': '2', 'salary': '30-45k', 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=2', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '常女士', 'recruiterTitle': '人事经理', 'imId': '448047ccdaa303881e0eee8bcfc0b74c', 'imUserType': '2', 'recruiterId': 'a599fc51709ffd2d81debca56bfa385b', 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}, 'comp': {'compName': '上海氩氪广告Arkr Digital', 'compLogo': '614c4705e4116611ba268f6203u.png', 'link': 'https://www.liepin.com/company/12936455/', 'compId': 12936455, 'compScale': '50-99人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2250110815%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"闫女士\",\"jobId\":\"50110815\",\"jobKind\":\"1\",\"userId\":\"20c576c610f87f4196cda1ab07076b48\",\"imId\":\"2c913b533acea2852980490a0cdf2257\",\"imUserType\":\"2\",\"recruiterPhoto\":\"604779574c997871cd4211ab01u.png\"}', 'job': {'labels': [], 'dq': '北京', 'link': 'https://www.liepin.com/a/50110815.shtml', 'topJob': False, 'jobId': '50110815', 'title': '广告策划总监', 'refreshTime': '20231127120051', 'jobKind': '1', 'salary': '40-60k', 'requireWorkYears': '经验不限', 'requireEduLevel': '统招本科', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=3', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '闫女士', 'recruiterTitle': '猎头顾问', 'imId': '2c913b533acea2852980490a0cdf2257', 'imUserType': '2', 'recruiterId': '20c576c610f87f4196cda1ab07076b48', 'recruiterPhoto': '604779574c997871cd4211ab01u.png'}, 'comp': {'compName': '某北京广告/公关/会展公司', 'compStage': '融资未公开', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png', 'link': '', 'compScale': '100-499人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2251830319%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"张女士\",\"jobId\":\"51830319\",\"jobKind\":\"2\",\"userId\":\"b26e88d69108b2290c633f544d7c351a\",\"imId\":\"5449fc3258dc048f4a442a36df2c3658\",\"imUserType\":\"2\",\"recruiterPhoto\":\"62f327dd1ecdfe187abc9b8705u.png\"}', 'job': {'labels': ['营销策划', '媒介策划', '广告策划', '自媒体策划', '新媒体', '广告媒体', '信息流', '门户网站', '短视频', '广告/传媒/文化'], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1951830319.shtml', 'topJob': False, 'jobId': '51830319', 'title': '广告策划总监', 'refreshTime': '20230323163808', 'jobKind': '2', 'salary': '18-30k', 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=4', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '张女士', 'recruiterTitle': '招聘主管', 'imId': '5449fc3258dc048f4a442a36df2c3658', 'imUserType': '2', 'recruiterId': 'b26e88d69108b2290c633f544d7c351a', 'recruiterPhoto': '62f327dd1ecdfe187abc9b8705u.png'}, 'comp': {'compName': '无双科技', 'compStage': '已上市', 'compLogo': '5bfe973674719df0ac992e6403a.png', 'link': 'https://www.liepin.com/company/7857853/', 'compId': 7857853, 'compScale': '500-999人', 'compIndustry': '互联网'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2247704155%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"付先生\",\"jobId\":\"47704155\",\"jobKind\":\"2\",\"userId\":\"dc37fa40199c0cb65aae81e6e5351347\",\"imId\":\"9cb07d3484445c792febfee5850a4afd\",\"imUserType\":\"2\",\"recruiterPhoto\":\"620a02fa7b6a4818390c4e3808u.png\"}', 'job': {'labels': ['新媒体策划', '乙方经验'], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1947704155.shtml', 'topJob': False, 'jobId': '47704155', 'title': '广告策划总监', 'refreshTime': '20220303183600', 'jobKind': '2', 'salary': '18-25k·13薪', 'requireWorkYears': '3-5年', 'requireEduLevel': '大专', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=5&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=5', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '付先生', 'recruiterTitle': '老板', 'imId': '9cb07d3484445c792febfee5850a4afd', 'imUserType': '2', 'recruiterId': 'dc37fa40199c0cb65aae81e6e5351347', 'recruiterPhoto': '620a02fa7b6a4818390c4e3808u.png'}, 'comp': {'compName': '北京倍美文化传媒有限公司', 'compLogo': '61a2ad831bd4fb704ed1695504u.jpg', 'link': 'https://www.liepin.com/company/13111367/', 'compId': 13111367, 'compScale': '1-49人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2263064221%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"吴女士\",\"jobId\":\"63064221\",\"jobKind\":\"2\",\"userId\":\"544ec63fbf257aa3c63c53c95bbaf19c\",\"imId\":\"c90ab12afdee71459add05084bd83d36\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}', 'job': {'labels': [], 'dq': '北京-西城区', 'link': 'https://www.liepin.com/job/1963064221.shtml', 'topJob': False, 'jobId': '63064221', 'title': '广告策划运营', 'refreshTime': '20231121102642', 'jobKind': '2', 'salary': '15-20k', 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=6&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=6', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '吴女士', 'recruiterTitle': 'HR经理', 'imId': 'c90ab12afdee71459add05084bd83d36', 'imUserType': '2', 'recruiterId': '544ec63fbf257aa3c63c53c95bbaf19c', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compName': '双田(北京)机电工程有限公司', 'compStage': '融资未公开', 'compLogo': '61b07937d0458d53c627567e02u.jpg', 'link': 'https://www.liepin.com/company/12731733/', 'compId': 12731733, 'compScale': '1-49人', 'compIndustry': '工程施工'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2262431071%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"李女士\",\"jobId\":\"62431071\",\"jobKind\":\"2\",\"userId\":\"2db7251ad28345bb377befc721fedfa7\",\"imId\":\"b8d35c9ff6e259b48c7fd219ac0bcf9b\",\"imUserType\":\"2\",\"recruiterPhoto\":\"653b162b67af7e45549be68802u.jpg\"}', 'job': {'labels': [], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962431071.shtml', 'topJob': False, 'jobId': '62431071', 'title': '广告策划经理——free/全职', 'refreshTime': '20231116151831', 'jobKind': '2', 'salary': '17-30k', 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=7&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=7', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '李女士', 'recruiterTitle': 'HRD', 'imId': 'b8d35c9ff6e259b48c7fd219ac0bcf9b', 'imUserType': '2', 'recruiterId': '2db7251ad28345bb377befc721fedfa7', 'recruiterPhoto': '653b162b67af7e45549be68802u.jpg'}, 'comp': {'compName': '新知百略', 'compLogo': '653a2432e358b439b9af564108u.png', 'link': 'https://www.liepin.com/company/8633977/', 'compId': 8633977, 'compScale': '100-499人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2262433159%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"周女士\",\"jobId\":\"62433159\",\"jobKind\":\"2\",\"userId\":\"df1805b75f1a3f6e9582f54713c96151\",\"imId\":\"dfbb59997b183797b1f0b9c52c0f4979\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}', 'job': {'labels': [], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962433159.shtml', 'topJob': False, 'jobId': '62433159', 'title': '广告策划经理——free/全职', 'refreshTime': '20231024151337', 'jobKind': '2', 'salary': '17-30k', 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=8&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=8', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '周女士', 'recruiterTitle': '人事行政专员', 'imId': 'dfbb59997b183797b1f0b9c52c0f4979', 'imUserType': '2', 'recruiterId': 'df1805b75f1a3f6e9582f54713c96151', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compName': '新知百略', 'compLogo': '653a2432e358b439b9af564108u.png', 'link': 'https://www.liepin.com/company/8633977/', 'compId': 8633977, 'compScale': '100-499人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2262431441%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"闫女士\",\"jobId\":\"62431441\",\"jobKind\":\"2\",\"userId\":\"854a1e34a50f3eec3b25c7c79b53db06\",\"imId\":\"dfbb59997b1837979809d03804875792\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}', 'job': {'labels': [], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1962431441.shtml', 'topJob': False, 'jobId': '62431441', 'title': '广告策划经理——free/全职', 'refreshTime': '20231024144448', 'jobKind': '2', 'salary': '17-30k', 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=9&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=9', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '闫女士', 'recruiterTitle': 'hr', 'imId': 'dfbb59997b1837979809d03804875792', 'imUserType': '2', 'recruiterId': '854a1e34a50f3eec3b25c7c79b53db06', 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}, 'comp': {'compName': '新知百略', 'compLogo': '653a2432e358b439b9af564108u.png', 'link': 'https://www.liepin.com/company/8633977/', 'compId': 8633977, 'compScale': '100-499人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2250462435%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"张女士\",\"jobId\":\"50462435\",\"jobKind\":\"1\",\"userId\":\"0856310723ffd91ecece00ab3c69cd5c\",\"imId\":\"b82198015923d9ddc1bd2b3e9fec8144\",\"imUserType\":\"2\",\"recruiterPhoto\":\"62c6c0693d65642b15f1667002u.png\"}', 'job': {'labels': [], 'dq': '北京', 'link': 'https://www.liepin.com/a/50462435.shtml', 'topJob': False, 'jobId': '50462435', 'title': '生活服务行业 广告策划', 'refreshTime': '20231128193245', 'jobKind': '1', 'salary': '35-60k', 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=10&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=10', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '张女士', 'recruiterTitle': '猎头顾问', 'imId': 'b82198015923d9ddc1bd2b3e9fec8144', 'imUserType': '2', 'recruiterId': '0856310723ffd91ecece00ab3c69cd5c', 'recruiterPhoto': '62c6c0693d65642b15f1667002u.png'}, 'comp': {'compName': '某上海大型广告/公关/会展公司', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png', 'link': '', 'compScale': '5000-10000人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2263061005%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"吴女士\",\"jobId\":\"63061005\",\"jobKind\":\"2\",\"userId\":\"544ec63fbf257aa3c63c53c95bbaf19c\",\"imId\":\"c90ab12afdee71459add05084bd83d36\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}', 'job': {'labels': [], 'dq': '北京-西城区', 'link': 'https://www.liepin.com/job/1963061005.shtml', 'topJob': False, 'jobId': '63061005', 'title': '广告客户总监', 'refreshTime': '20231121094151', 'jobKind': '2', 'salary': '15-20k', 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=11&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=11', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '吴女士', 'recruiterTitle': 'HR经理', 'imId': 'c90ab12afdee71459add05084bd83d36', 'imUserType': '2', 'recruiterId': '544ec63fbf257aa3c63c53c95bbaf19c', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compName': '双田(北京)机电工程有限公司', 'compStage': '融资未公开', 'compLogo': '61b07937d0458d53c627567e02u.jpg', 'link': 'https://www.liepin.com/company/12731733/', 'compId': 12731733, 'compScale': '1-49人', 'compIndustry': '工程施工'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2262138619%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"刘女士\",\"jobId\":\"62138619\",\"jobKind\":\"2\",\"userId\":\"bb795bd8f8ce4663231435f3023a82f5\",\"imId\":\"ec77b9e0077cd7406aab30ef0ef28cf3\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}', 'job': {'labels': ['乙方公司背景', '公关策略', '文案策划'], 'dq': '北京-东城区', 'link': 'https://www.liepin.com/job/1962138619.shtml', 'topJob': False, 'jobId': '62138619', 'title': '广告客户总监', 'refreshTime': '20231011151748', 'jobKind': '2', 'salary': '20-30k', 'requireWorkYears': '3-5年', 'requireEduLevel': '大专', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=12&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=12', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '刘女士', 'recruiterTitle': 'HRBP', 'imId': 'ec77b9e0077cd7406aab30ef0ef28cf3', 'imUserType': '2', 'recruiterId': 'bb795bd8f8ce4663231435f3023a82f5', 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}, 'comp': {'compName': '世厚(北京)投资管理有限公司', 'compLogo': '60485a1b4f80bf4f00765b4601u.png', 'link': 'https://www.liepin.com/company/12590815/', 'compId': 12590815, 'compScale': '50-99人', 'compIndustry': '基金/证券/期货'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2249991585%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"刘女士\",\"jobId\":\"49991585\",\"jobKind\":\"1\",\"userId\":\"7171e0fb376332405d73f02aac143a59\",\"imId\":\"6d01b40f6b4af179337193710fe42056\",\"imUserType\":\"2\",\"recruiterPhoto\":\"60b4b69821f07412de6acf2c01u.png\"}', 'job': {'labels': [], 'dq': '北京', 'link': 'https://www.liepin.com/a/49991585.shtml', 'topJob': False, 'jobId': '49991585', 'title': '创意策划总监（TVC方向）-北京', 'refreshTime': '20231127212639', 'jobKind': '1', 'salary': '35-60k·15薪', 'requireWorkYears': '5-10年', 'requireEduLevel': '统招本科', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=13&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=13', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '刘女士', 'recruiterTitle': '猎头顾问', 'imId': '6d01b40f6b4af179337193710fe42056', 'imUserType': '2', 'recruiterId': '7171e0fb376332405d73f02aac143a59', 'recruiterPhoto': '60b4b69821f07412de6acf2c01u.png'}, 'comp': {'compName': '某北京广告/公关/会展公司', 'compStage': '融资未公开', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png', 'link': '', 'compScale': '100-499人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2249480083%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"陈先生\",\"jobId\":\"49480083\",\"jobKind\":\"1\",\"userId\":\"b0ce30e3399f031abe2c2493b9ca7c50\",\"imId\":\"b2fd167cedd42634ccf79dbc9e75a66a\",\"imUserType\":\"2\",\"recruiterPhoto\":\"61c57dce420e35016cec5e1502u.png\"}', 'job': {'labels': ['线上线下', 'social    ', '活动创意COPY', '创意COPY', '数字创意'], 'dq': '北京', 'link': 'https://www.liepin.com/a/49480083.shtml', 'topJob': False, 'jobId': '49480083', 'title': '创意总监（Event-Copy）-BJ', 'refreshTime': '20231127190827', 'jobKind': '1', 'salary': '30-45k·16薪', 'requireWorkYears': '10年以上', 'requireEduLevel': '大专', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=14&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=14', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '陈先生', 'recruiterTitle': '猎头顾问', 'imId': 'b2fd167cedd42634ccf79dbc9e75a66a', 'imUserType': '2', 'recruiterId': 'b0ce30e3399f031abe2c2493b9ca7c50', 'recruiterPhoto': '61c57dce420e35016cec5e1502u.png'}, 'comp': {'compName': '某知名公司', 'compStage': '融资未公开', 'compLogo': '60e2fe0bf3df194a3c48adb502u.png', 'link': '', 'compScale': '1-49人', 'compIndustry': '广告/公关/会展'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2241806841%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"刘先生\",\"jobId\":\"41806841\",\"jobKind\":\"2\",\"userId\":\"5bbde9abefc2e1a32b004afb57841a96\",\"imId\":\"cf7b0b4ee8527b7271de52c3bc0b6279\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}', 'job': {'labels': [], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1941806841.shtml', 'topJob': False, 'jobId': '41806841', 'title': '高级创意策划', 'refreshTime': '20210805153510', 'jobKind': '2', 'salary': '20-30k·13薪', 'requireWorkYears': '3-5年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=15&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=15', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '刘先生', 'recruiterTitle': 'HRBP', 'imId': 'cf7b0b4ee8527b7271de52c3bc0b6279', 'imUserType': '2', 'recruiterId': '5bbde9abefc2e1a32b004afb57841a96', 'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg'}, 'comp': {'compName': '北京世相科技文化有限公司', 'compLogo': '5bfea29a74719d2aa34c619503a.png', 'link': 'https://www.liepin.com/company/8762479/', 'compId': 8762479, 'compScale': '100-499人', 'compIndustry': '广播/影视/录音'}}, {'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22jobId%22%3A%2219545341%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D', 'dataParams': '{\"recruiterName\":\"王女士\",\"jobId\":\"19545341\",\"jobKind\":\"2\",\"userId\":\"30c7fd6deb846cae519517d193bdfa0c\",\"imId\":\"c0fe11f4512b4369e4cd5c055e1e05ce\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}', 'job': {'labels': [], 'dq': '北京-朝阳区', 'link': 'https://www.liepin.com/job/1919545341.shtml', 'topJob': False, 'jobId': '19545341', 'title': '策划总监', 'refreshTime': '20200224203733', 'jobKind': '2', 'salary': '18-25k', 'requireWorkYears': '5-10年', 'requireEduLevel': '本科', 'pcOuterLink': '', 'h5OuterLink': '', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=16&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=16', 'advViewFlag': False}, 'recruiter': {'chatted': False, 'recruiterName': '王女士', 'recruiterTitle': '', 'imId': 'c0fe11f4512b4369e4cd5c055e1e05ce', 'imUserType': '2', 'recruiterId': '30c7fd6deb846cae519517d193bdfa0c', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'comp': {'compName': '猎豹互动传媒(北京)有限公司', 'compStage': '融资未公开', 'compLogo': '5cc808eb9fae687d435657a806u.png', 'link': 'https://www.liepin.com/company/9858199/', 'compId': 9858199, 'compScale': '1-49人', 'compIndustry': '广告/公关/会展'}}]}, 'passThroughData': {'sfrom': 'search_job_pc', 'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'scene': 'input', 'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8'}, 'pagination': {'currentPage': 0, 'totalPage': 1, 'pageSize': 40, 'totalCounts': 17, 'hasNext': False}}}\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "response_df = []\n",
    "for i in range(page): # 需要判断页面的数据有多少页\n",
    "    payload['data']['mainSearchPcConditionForm']['currentPage']=i\n",
    "    # send a POST request with headers\n",
    "    r = requests.post(url, data=json.dumps(payload), headers=headers)\n",
    "\n",
    "    # extract the JSON data from the response\n",
    "    response_data = r.json()\n",
    "    print(response_data)\n",
    "    df = pd.json_normalize(response_data['data']['data']['jobCardList'])\n",
    "    response_df.append(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "14f9b018",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[                                             dataInfo  \\\n",
       " 0   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 1   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 2   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 3   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 4   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 5   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 6   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 7   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 8   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 9   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 10  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 11  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 12  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 13  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 14  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 15  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " 16  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       " \n",
       "                                            dataParams  \\\n",
       " 0   {\"recruiterName\":\"宋女士\",\"jobId\":\"50835849\",\"job...   \n",
       " 1   {\"recruiterName\":\"黄女士\",\"jobId\":\"58273833\",\"job...   \n",
       " 2   {\"recruiterName\":\"常女士\",\"jobId\":\"62732245\",\"job...   \n",
       " 3   {\"recruiterName\":\"闫女士\",\"jobId\":\"50110815\",\"job...   \n",
       " 4   {\"recruiterName\":\"张女士\",\"jobId\":\"51830319\",\"job...   \n",
       " 5   {\"recruiterName\":\"付先生\",\"jobId\":\"47704155\",\"job...   \n",
       " 6   {\"recruiterName\":\"吴女士\",\"jobId\":\"63064221\",\"job...   \n",
       " 7   {\"recruiterName\":\"李女士\",\"jobId\":\"62431071\",\"job...   \n",
       " 8   {\"recruiterName\":\"周女士\",\"jobId\":\"62433159\",\"job...   \n",
       " 9   {\"recruiterName\":\"闫女士\",\"jobId\":\"62431441\",\"job...   \n",
       " 10  {\"recruiterName\":\"张女士\",\"jobId\":\"50462435\",\"job...   \n",
       " 11  {\"recruiterName\":\"吴女士\",\"jobId\":\"63061005\",\"job...   \n",
       " 12  {\"recruiterName\":\"刘女士\",\"jobId\":\"62138619\",\"job...   \n",
       " 13  {\"recruiterName\":\"刘女士\",\"jobId\":\"49991585\",\"job...   \n",
       " 14  {\"recruiterName\":\"陈先生\",\"jobId\":\"49480083\",\"job...   \n",
       " 15  {\"recruiterName\":\"刘先生\",\"jobId\":\"41806841\",\"job...   \n",
       " 16  {\"recruiterName\":\"王女士\",\"jobId\":\"19545341\",\"job...   \n",
       " \n",
       "                                            job.labels  job.dq  \\\n",
       " 0   [营销策划, 文案策划, 媒介策划, 公关策划, 新媒体策划, 信息流, 新媒体, 消费品,...  北京-朝阳区   \n",
       " 1   [文案策划, 广告策划, 媒介策划, 网站策划, 营销策划, 客户管理, 广告媒体, 移动媒...  北京-通州区   \n",
       " 2                                          [广告/传媒/文化]  北京-朝阳区   \n",
       " 3                                                  []      北京   \n",
       " 4   [营销策划, 媒介策划, 广告策划, 自媒体策划, 新媒体, 广告媒体, 信息流, 门户网站...  北京-朝阳区   \n",
       " 5                                       [新媒体策划, 乙方经验]  北京-朝阳区   \n",
       " 6                                                  []  北京-西城区   \n",
       " 7                                                  []  北京-朝阳区   \n",
       " 8                                                  []  北京-朝阳区   \n",
       " 9                                                  []  北京-朝阳区   \n",
       " 10                                                 []      北京   \n",
       " 11                                                 []  北京-西城区   \n",
       " 12                               [乙方公司背景, 公关策略, 文案策划]  北京-东城区   \n",
       " 13                                                 []      北京   \n",
       " 14         [线上线下, social    , 活动创意COPY, 创意COPY, 数字创意]      北京   \n",
       " 15                                                 []  北京-朝阳区   \n",
       " 16                                                 []  北京-朝阳区   \n",
       " \n",
       "                                        job.link  job.topJob job.jobId  \\\n",
       " 0       https://www.liepin.com/a/50835849.shtml       False  50835849   \n",
       " 1   https://www.liepin.com/job/1958273833.shtml       False  58273833   \n",
       " 2   https://www.liepin.com/job/1962732245.shtml       False  62732245   \n",
       " 3       https://www.liepin.com/a/50110815.shtml       False  50110815   \n",
       " 4   https://www.liepin.com/job/1951830319.shtml       False  51830319   \n",
       " 5   https://www.liepin.com/job/1947704155.shtml       False  47704155   \n",
       " 6   https://www.liepin.com/job/1963064221.shtml       False  63064221   \n",
       " 7   https://www.liepin.com/job/1962431071.shtml       False  62431071   \n",
       " 8   https://www.liepin.com/job/1962433159.shtml       False  62433159   \n",
       " 9   https://www.liepin.com/job/1962431441.shtml       False  62431441   \n",
       " 10      https://www.liepin.com/a/50462435.shtml       False  50462435   \n",
       " 11  https://www.liepin.com/job/1963061005.shtml       False  63061005   \n",
       " 12  https://www.liepin.com/job/1962138619.shtml       False  62138619   \n",
       " 13      https://www.liepin.com/a/49991585.shtml       False  49991585   \n",
       " 14      https://www.liepin.com/a/49480083.shtml       False  49480083   \n",
       " 15  https://www.liepin.com/job/1941806841.shtml       False  41806841   \n",
       " 16  https://www.liepin.com/job/1919545341.shtml       False  19545341   \n",
       " \n",
       "               job.title job.refreshTime job.jobKind  ...  \\\n",
       " 0                广告策划总监  20231116113036           1  ...   \n",
       " 1                广告策划总监  20230504175537           2  ...   \n",
       " 2                广告策划总监  20231123144656           2  ...   \n",
       " 3                广告策划总监  20231127120051           1  ...   \n",
       " 4                广告策划总监  20230323163808           2  ...   \n",
       " 5                广告策划总监  20220303183600           2  ...   \n",
       " 6                广告策划运营  20231121102642           2  ...   \n",
       " 7       广告策划经理——free/全职  20231116151831           2  ...   \n",
       " 8       广告策划经理——free/全职  20231024151337           2  ...   \n",
       " 9       广告策划经理——free/全职  20231024144448           2  ...   \n",
       " 10          生活服务行业 广告策划  20231128193245           1  ...   \n",
       " 11               广告客户总监  20231121094151           2  ...   \n",
       " 12               广告客户总监  20231011151748           2  ...   \n",
       " 13     创意策划总监（TVC方向）-北京  20231127212639           1  ...   \n",
       " 14  创意总监（Event-Copy）-BJ  20231127190827           1  ...   \n",
       " 15               高级创意策划  20210805153510           2  ...   \n",
       " 16                 策划总监  20200224203733           2  ...   \n",
       " \n",
       "             recruiter.recruiterPhoto       comp.compName  \\\n",
       " 0   655328dea35d763330c4947a08u.jpeg       某北京广告/公关/会展公司   \n",
       " 1    64b290564767061a4c09cecc04u.png                京东物流   \n",
       " 2    5f8f98648dbe6273dcf8515508u.jpg  上海氩氪广告Arkr Digital   \n",
       " 3    604779574c997871cd4211ab01u.png       某北京广告/公关/会展公司   \n",
       " 4    62f327dd1ecdfe187abc9b8705u.png                无双科技   \n",
       " 5    620a02fa7b6a4818390c4e3808u.png        北京倍美文化传媒有限公司   \n",
       " 6    5f8f9865ea60860b75384fa508u.jpg      双田(北京)机电工程有限公司   \n",
       " 7    653b162b67af7e45549be68802u.jpg                新知百略   \n",
       " 8    5f8f9865ea60860b75384fa508u.jpg                新知百略   \n",
       " 9    5f8f98648dbe6273dcf8515508u.jpg                新知百略   \n",
       " 10   62c6c0693d65642b15f1667002u.png     某上海大型广告/公关/会展公司   \n",
       " 11   5f8f9865ea60860b75384fa508u.jpg      双田(北京)机电工程有限公司   \n",
       " 12   5f8f98648dbe6273dcf8515508u.jpg      世厚(北京)投资管理有限公司   \n",
       " 13   60b4b69821f07412de6acf2c01u.png       某北京广告/公关/会展公司   \n",
       " 14   61c57dce420e35016cec5e1502u.png               某知名公司   \n",
       " 15   5f8f986aea60860b75384fab08u.jpg        北京世相科技文化有限公司   \n",
       " 16   5f8f9865ea60860b75384fa508u.jpg      猎豹互动传媒(北京)有限公司   \n",
       " \n",
       "                       comp.compLogo                                 comp.link  \\\n",
       " 0   60e2fe0bf3df194a3c48adb502u.png                                             \n",
       " 1   5f3b73cb9d37de587955cfe104u.png   https://www.liepin.com/company/9770323/   \n",
       " 2   614c4705e4116611ba268f6203u.png  https://www.liepin.com/company/12936455/   \n",
       " 3   60e2fe0bf3df194a3c48adb502u.png                                             \n",
       " 4   5bfe973674719df0ac992e6403a.png   https://www.liepin.com/company/7857853/   \n",
       " 5   61a2ad831bd4fb704ed1695504u.jpg  https://www.liepin.com/company/13111367/   \n",
       " 6   61b07937d0458d53c627567e02u.jpg  https://www.liepin.com/company/12731733/   \n",
       " 7   653a2432e358b439b9af564108u.png   https://www.liepin.com/company/8633977/   \n",
       " 8   653a2432e358b439b9af564108u.png   https://www.liepin.com/company/8633977/   \n",
       " 9   653a2432e358b439b9af564108u.png   https://www.liepin.com/company/8633977/   \n",
       " 10  60e2fe0bf3df194a3c48adb502u.png                                             \n",
       " 11  61b07937d0458d53c627567e02u.jpg  https://www.liepin.com/company/12731733/   \n",
       " 12  60485a1b4f80bf4f00765b4601u.png  https://www.liepin.com/company/12590815/   \n",
       " 13  60e2fe0bf3df194a3c48adb502u.png                                             \n",
       " 14  60e2fe0bf3df194a3c48adb502u.png                                             \n",
       " 15  5bfea29a74719d2aa34c619503a.png   https://www.liepin.com/company/8762479/   \n",
       " 16  5cc808eb9fae687d435657a806u.png   https://www.liepin.com/company/9858199/   \n",
       " \n",
       "     comp.compScale  comp.compIndustry job.pcOuterLink job.h5OuterLink  \\\n",
       " 0            1-49人           广告/公关/会展             NaN             NaN   \n",
       " 1         10000人以上           货运/物流/仓储                                   \n",
       " 2           50-99人           广告/公关/会展                                   \n",
       " 3         100-499人           广告/公关/会展             NaN             NaN   \n",
       " 4         500-999人                互联网                                   \n",
       " 5            1-49人           广告/公关/会展                                   \n",
       " 6            1-49人               工程施工                                   \n",
       " 7         100-499人           广告/公关/会展                                   \n",
       " 8         100-499人           广告/公关/会展                                   \n",
       " 9         100-499人           广告/公关/会展                                   \n",
       " 10     5000-10000人           广告/公关/会展             NaN             NaN   \n",
       " 11           1-49人               工程施工                                   \n",
       " 12          50-99人           基金/证券/期货                                   \n",
       " 13        100-499人           广告/公关/会展             NaN             NaN   \n",
       " 14           1-49人           广告/公关/会展             NaN             NaN   \n",
       " 15        100-499人           广播/影视/录音                                   \n",
       " 16           1-49人           广告/公关/会展                                   \n",
       " \n",
       "    comp.compStage comp.compId  \n",
       " 0             NaN         NaN  \n",
       " 1            港股上市   9770323.0  \n",
       " 2             NaN  12936455.0  \n",
       " 3           融资未公开         NaN  \n",
       " 4             已上市   7857853.0  \n",
       " 5             NaN  13111367.0  \n",
       " 6           融资未公开  12731733.0  \n",
       " 7             NaN   8633977.0  \n",
       " 8             NaN   8633977.0  \n",
       " 9             NaN   8633977.0  \n",
       " 10            NaN         NaN  \n",
       " 11          融资未公开  12731733.0  \n",
       " 12            NaN  12590815.0  \n",
       " 13          融资未公开         NaN  \n",
       " 14          融资未公开         NaN  \n",
       " 15            NaN   8762479.0  \n",
       " 16          融资未公开   9858199.0  \n",
       " \n",
       " [17 rows x 31 columns]]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "7f610a52",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.dq</th>\n",
       "      <th>job.link</th>\n",
       "      <th>job.topJob</th>\n",
       "      <th>job.jobId</th>\n",
       "      <th>job.title</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.jobKind</th>\n",
       "      <th>...</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>job.pcOuterLink</th>\n",
       "      <th>job.h5OuterLink</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>comp.compId</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"宋女士\",\"jobId\":\"50835849\",\"job...</td>\n",
       "      <td>[营销策划, 文案策划, 媒介策划, 公关策划, 新媒体策划, 信息流, 新媒体, 消费品,...</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/a/50835849.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>50835849</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>20231116113036</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>655328dea35d763330c4947a08u.jpeg</td>\n",
       "      <td>某北京广告/公关/会展公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td></td>\n",
       "      <td>1-49人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"黄女士\",\"jobId\":\"58273833\",\"job...</td>\n",
       "      <td>[文案策划, 广告策划, 媒介策划, 网站策划, 营销策划, 客户管理, 广告媒体, 移动媒...</td>\n",
       "      <td>北京-通州区</td>\n",
       "      <td>https://www.liepin.com/job/1958273833.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>58273833</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>20230504175537</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>64b290564767061a4c09cecc04u.png</td>\n",
       "      <td>京东物流</td>\n",
       "      <td>5f3b73cb9d37de587955cfe104u.png</td>\n",
       "      <td>https://www.liepin.com/company/9770323/</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>货运/物流/仓储</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>港股上市</td>\n",
       "      <td>9770323.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"常女士\",\"jobId\":\"62732245\",\"job...</td>\n",
       "      <td>[广告/传媒/文化]</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1962732245.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>62732245</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>20231123144656</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>上海氩氪广告Arkr Digital</td>\n",
       "      <td>614c4705e4116611ba268f6203u.png</td>\n",
       "      <td>https://www.liepin.com/company/12936455/</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>12936455.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"闫女士\",\"jobId\":\"50110815\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京</td>\n",
       "      <td>https://www.liepin.com/a/50110815.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>50110815</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>20231127120051</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>604779574c997871cd4211ab01u.png</td>\n",
       "      <td>某北京广告/公关/会展公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td></td>\n",
       "      <td>100-499人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"张女士\",\"jobId\":\"51830319\",\"job...</td>\n",
       "      <td>[营销策划, 媒介策划, 广告策划, 自媒体策划, 新媒体, 广告媒体, 信息流, 门户网站...</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1951830319.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>51830319</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>20230323163808</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>62f327dd1ecdfe187abc9b8705u.png</td>\n",
       "      <td>无双科技</td>\n",
       "      <td>5bfe973674719df0ac992e6403a.png</td>\n",
       "      <td>https://www.liepin.com/company/7857853/</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>互联网</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>已上市</td>\n",
       "      <td>7857853.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"付先生\",\"jobId\":\"47704155\",\"job...</td>\n",
       "      <td>[新媒体策划, 乙方经验]</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1947704155.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>47704155</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>20220303183600</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>620a02fa7b6a4818390c4e3808u.png</td>\n",
       "      <td>北京倍美文化传媒有限公司</td>\n",
       "      <td>61a2ad831bd4fb704ed1695504u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/13111367/</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>13111367.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"吴女士\",\"jobId\":\"63064221\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京-西城区</td>\n",
       "      <td>https://www.liepin.com/job/1963064221.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>63064221</td>\n",
       "      <td>广告策划运营</td>\n",
       "      <td>20231121102642</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>双田(北京)机电工程有限公司</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/12731733/</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>工程施工</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>12731733.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"李女士\",\"jobId\":\"62431071\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1962431071.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>62431071</td>\n",
       "      <td>广告策划经理——free/全职</td>\n",
       "      <td>20231116151831</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>653b162b67af7e45549be68802u.jpg</td>\n",
       "      <td>新知百略</td>\n",
       "      <td>653a2432e358b439b9af564108u.png</td>\n",
       "      <td>https://www.liepin.com/company/8633977/</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>8633977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"周女士\",\"jobId\":\"62433159\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1962433159.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>62433159</td>\n",
       "      <td>广告策划经理——free/全职</td>\n",
       "      <td>20231024151337</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>新知百略</td>\n",
       "      <td>653a2432e358b439b9af564108u.png</td>\n",
       "      <td>https://www.liepin.com/company/8633977/</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>8633977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"闫女士\",\"jobId\":\"62431441\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1962431441.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>62431441</td>\n",
       "      <td>广告策划经理——free/全职</td>\n",
       "      <td>20231024144448</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>新知百略</td>\n",
       "      <td>653a2432e358b439b9af564108u.png</td>\n",
       "      <td>https://www.liepin.com/company/8633977/</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>8633977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"张女士\",\"jobId\":\"50462435\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京</td>\n",
       "      <td>https://www.liepin.com/a/50462435.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>50462435</td>\n",
       "      <td>生活服务行业 广告策划</td>\n",
       "      <td>20231128193245</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>62c6c0693d65642b15f1667002u.png</td>\n",
       "      <td>某上海大型广告/公关/会展公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td></td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"吴女士\",\"jobId\":\"63061005\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京-西城区</td>\n",
       "      <td>https://www.liepin.com/job/1963061005.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>63061005</td>\n",
       "      <td>广告客户总监</td>\n",
       "      <td>20231121094151</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>双田(北京)机电工程有限公司</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/12731733/</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>工程施工</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>12731733.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"刘女士\",\"jobId\":\"62138619\",\"job...</td>\n",
       "      <td>[乙方公司背景, 公关策略, 文案策划]</td>\n",
       "      <td>北京-东城区</td>\n",
       "      <td>https://www.liepin.com/job/1962138619.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>62138619</td>\n",
       "      <td>广告客户总监</td>\n",
       "      <td>20231011151748</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>世厚(北京)投资管理有限公司</td>\n",
       "      <td>60485a1b4f80bf4f00765b4601u.png</td>\n",
       "      <td>https://www.liepin.com/company/12590815/</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>12590815.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"刘女士\",\"jobId\":\"49991585\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京</td>\n",
       "      <td>https://www.liepin.com/a/49991585.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>49991585</td>\n",
       "      <td>创意策划总监（TVC方向）-北京</td>\n",
       "      <td>20231127212639</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>60b4b69821f07412de6acf2c01u.png</td>\n",
       "      <td>某北京广告/公关/会展公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td></td>\n",
       "      <td>100-499人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"陈先生\",\"jobId\":\"49480083\",\"job...</td>\n",
       "      <td>[线上线下, social    , 活动创意COPY, 创意COPY, 数字创意]</td>\n",
       "      <td>北京</td>\n",
       "      <td>https://www.liepin.com/a/49480083.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>49480083</td>\n",
       "      <td>创意总监（Event-Copy）-BJ</td>\n",
       "      <td>20231127190827</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>61c57dce420e35016cec5e1502u.png</td>\n",
       "      <td>某知名公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td></td>\n",
       "      <td>1-49人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"刘先生\",\"jobId\":\"41806841\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1941806841.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>41806841</td>\n",
       "      <td>高级创意策划</td>\n",
       "      <td>20210805153510</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>北京世相科技文化有限公司</td>\n",
       "      <td>5bfea29a74719d2aa34c619503a.png</td>\n",
       "      <td>https://www.liepin.com/company/8762479/</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>广播/影视/录音</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>8762479.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"jobId\":\"19545341\",\"job...</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>https://www.liepin.com/job/1919545341.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>19545341</td>\n",
       "      <td>策划总监</td>\n",
       "      <td>20200224203733</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>猎豹互动传媒(北京)有限公司</td>\n",
       "      <td>5cc808eb9fae687d435657a806u.png</td>\n",
       "      <td>https://www.liepin.com/company/9858199/</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>9858199.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>17 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
       "0   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "1   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "2   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "3   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "4   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "5   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "6   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "7   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "8   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "9   %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "10  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "11  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "12  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "13  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "14  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "15  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "16  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22ckId...   \n",
       "\n",
       "                                           dataParams  \\\n",
       "0   {\"recruiterName\":\"宋女士\",\"jobId\":\"50835849\",\"job...   \n",
       "1   {\"recruiterName\":\"黄女士\",\"jobId\":\"58273833\",\"job...   \n",
       "2   {\"recruiterName\":\"常女士\",\"jobId\":\"62732245\",\"job...   \n",
       "3   {\"recruiterName\":\"闫女士\",\"jobId\":\"50110815\",\"job...   \n",
       "4   {\"recruiterName\":\"张女士\",\"jobId\":\"51830319\",\"job...   \n",
       "5   {\"recruiterName\":\"付先生\",\"jobId\":\"47704155\",\"job...   \n",
       "6   {\"recruiterName\":\"吴女士\",\"jobId\":\"63064221\",\"job...   \n",
       "7   {\"recruiterName\":\"李女士\",\"jobId\":\"62431071\",\"job...   \n",
       "8   {\"recruiterName\":\"周女士\",\"jobId\":\"62433159\",\"job...   \n",
       "9   {\"recruiterName\":\"闫女士\",\"jobId\":\"62431441\",\"job...   \n",
       "10  {\"recruiterName\":\"张女士\",\"jobId\":\"50462435\",\"job...   \n",
       "11  {\"recruiterName\":\"吴女士\",\"jobId\":\"63061005\",\"job...   \n",
       "12  {\"recruiterName\":\"刘女士\",\"jobId\":\"62138619\",\"job...   \n",
       "13  {\"recruiterName\":\"刘女士\",\"jobId\":\"49991585\",\"job...   \n",
       "14  {\"recruiterName\":\"陈先生\",\"jobId\":\"49480083\",\"job...   \n",
       "15  {\"recruiterName\":\"刘先生\",\"jobId\":\"41806841\",\"job...   \n",
       "16  {\"recruiterName\":\"王女士\",\"jobId\":\"19545341\",\"job...   \n",
       "\n",
       "                                           job.labels  job.dq  \\\n",
       "0   [营销策划, 文案策划, 媒介策划, 公关策划, 新媒体策划, 信息流, 新媒体, 消费品,...  北京-朝阳区   \n",
       "1   [文案策划, 广告策划, 媒介策划, 网站策划, 营销策划, 客户管理, 广告媒体, 移动媒...  北京-通州区   \n",
       "2                                          [广告/传媒/文化]  北京-朝阳区   \n",
       "3                                                  []      北京   \n",
       "4   [营销策划, 媒介策划, 广告策划, 自媒体策划, 新媒体, 广告媒体, 信息流, 门户网站...  北京-朝阳区   \n",
       "5                                       [新媒体策划, 乙方经验]  北京-朝阳区   \n",
       "6                                                  []  北京-西城区   \n",
       "7                                                  []  北京-朝阳区   \n",
       "8                                                  []  北京-朝阳区   \n",
       "9                                                  []  北京-朝阳区   \n",
       "10                                                 []      北京   \n",
       "11                                                 []  北京-西城区   \n",
       "12                               [乙方公司背景, 公关策略, 文案策划]  北京-东城区   \n",
       "13                                                 []      北京   \n",
       "14         [线上线下, social    , 活动创意COPY, 创意COPY, 数字创意]      北京   \n",
       "15                                                 []  北京-朝阳区   \n",
       "16                                                 []  北京-朝阳区   \n",
       "\n",
       "                                       job.link  job.topJob job.jobId  \\\n",
       "0       https://www.liepin.com/a/50835849.shtml       False  50835849   \n",
       "1   https://www.liepin.com/job/1958273833.shtml       False  58273833   \n",
       "2   https://www.liepin.com/job/1962732245.shtml       False  62732245   \n",
       "3       https://www.liepin.com/a/50110815.shtml       False  50110815   \n",
       "4   https://www.liepin.com/job/1951830319.shtml       False  51830319   \n",
       "5   https://www.liepin.com/job/1947704155.shtml       False  47704155   \n",
       "6   https://www.liepin.com/job/1963064221.shtml       False  63064221   \n",
       "7   https://www.liepin.com/job/1962431071.shtml       False  62431071   \n",
       "8   https://www.liepin.com/job/1962433159.shtml       False  62433159   \n",
       "9   https://www.liepin.com/job/1962431441.shtml       False  62431441   \n",
       "10      https://www.liepin.com/a/50462435.shtml       False  50462435   \n",
       "11  https://www.liepin.com/job/1963061005.shtml       False  63061005   \n",
       "12  https://www.liepin.com/job/1962138619.shtml       False  62138619   \n",
       "13      https://www.liepin.com/a/49991585.shtml       False  49991585   \n",
       "14      https://www.liepin.com/a/49480083.shtml       False  49480083   \n",
       "15  https://www.liepin.com/job/1941806841.shtml       False  41806841   \n",
       "16  https://www.liepin.com/job/1919545341.shtml       False  19545341   \n",
       "\n",
       "              job.title job.refreshTime job.jobKind  ...  \\\n",
       "0                广告策划总监  20231116113036           1  ...   \n",
       "1                广告策划总监  20230504175537           2  ...   \n",
       "2                广告策划总监  20231123144656           2  ...   \n",
       "3                广告策划总监  20231127120051           1  ...   \n",
       "4                广告策划总监  20230323163808           2  ...   \n",
       "5                广告策划总监  20220303183600           2  ...   \n",
       "6                广告策划运营  20231121102642           2  ...   \n",
       "7       广告策划经理——free/全职  20231116151831           2  ...   \n",
       "8       广告策划经理——free/全职  20231024151337           2  ...   \n",
       "9       广告策划经理——free/全职  20231024144448           2  ...   \n",
       "10          生活服务行业 广告策划  20231128193245           1  ...   \n",
       "11               广告客户总监  20231121094151           2  ...   \n",
       "12               广告客户总监  20231011151748           2  ...   \n",
       "13     创意策划总监（TVC方向）-北京  20231127212639           1  ...   \n",
       "14  创意总监（Event-Copy）-BJ  20231127190827           1  ...   \n",
       "15               高级创意策划  20210805153510           2  ...   \n",
       "16                 策划总监  20200224203733           2  ...   \n",
       "\n",
       "            recruiter.recruiterPhoto       comp.compName  \\\n",
       "0   655328dea35d763330c4947a08u.jpeg       某北京广告/公关/会展公司   \n",
       "1    64b290564767061a4c09cecc04u.png                京东物流   \n",
       "2    5f8f98648dbe6273dcf8515508u.jpg  上海氩氪广告Arkr Digital   \n",
       "3    604779574c997871cd4211ab01u.png       某北京广告/公关/会展公司   \n",
       "4    62f327dd1ecdfe187abc9b8705u.png                无双科技   \n",
       "5    620a02fa7b6a4818390c4e3808u.png        北京倍美文化传媒有限公司   \n",
       "6    5f8f9865ea60860b75384fa508u.jpg      双田(北京)机电工程有限公司   \n",
       "7    653b162b67af7e45549be68802u.jpg                新知百略   \n",
       "8    5f8f9865ea60860b75384fa508u.jpg                新知百略   \n",
       "9    5f8f98648dbe6273dcf8515508u.jpg                新知百略   \n",
       "10   62c6c0693d65642b15f1667002u.png     某上海大型广告/公关/会展公司   \n",
       "11   5f8f9865ea60860b75384fa508u.jpg      双田(北京)机电工程有限公司   \n",
       "12   5f8f98648dbe6273dcf8515508u.jpg      世厚(北京)投资管理有限公司   \n",
       "13   60b4b69821f07412de6acf2c01u.png       某北京广告/公关/会展公司   \n",
       "14   61c57dce420e35016cec5e1502u.png               某知名公司   \n",
       "15   5f8f986aea60860b75384fab08u.jpg        北京世相科技文化有限公司   \n",
       "16   5f8f9865ea60860b75384fa508u.jpg      猎豹互动传媒(北京)有限公司   \n",
       "\n",
       "                      comp.compLogo                                 comp.link  \\\n",
       "0   60e2fe0bf3df194a3c48adb502u.png                                             \n",
       "1   5f3b73cb9d37de587955cfe104u.png   https://www.liepin.com/company/9770323/   \n",
       "2   614c4705e4116611ba268f6203u.png  https://www.liepin.com/company/12936455/   \n",
       "3   60e2fe0bf3df194a3c48adb502u.png                                             \n",
       "4   5bfe973674719df0ac992e6403a.png   https://www.liepin.com/company/7857853/   \n",
       "5   61a2ad831bd4fb704ed1695504u.jpg  https://www.liepin.com/company/13111367/   \n",
       "6   61b07937d0458d53c627567e02u.jpg  https://www.liepin.com/company/12731733/   \n",
       "7   653a2432e358b439b9af564108u.png   https://www.liepin.com/company/8633977/   \n",
       "8   653a2432e358b439b9af564108u.png   https://www.liepin.com/company/8633977/   \n",
       "9   653a2432e358b439b9af564108u.png   https://www.liepin.com/company/8633977/   \n",
       "10  60e2fe0bf3df194a3c48adb502u.png                                             \n",
       "11  61b07937d0458d53c627567e02u.jpg  https://www.liepin.com/company/12731733/   \n",
       "12  60485a1b4f80bf4f00765b4601u.png  https://www.liepin.com/company/12590815/   \n",
       "13  60e2fe0bf3df194a3c48adb502u.png                                             \n",
       "14  60e2fe0bf3df194a3c48adb502u.png                                             \n",
       "15  5bfea29a74719d2aa34c619503a.png   https://www.liepin.com/company/8762479/   \n",
       "16  5cc808eb9fae687d435657a806u.png   https://www.liepin.com/company/9858199/   \n",
       "\n",
       "    comp.compScale  comp.compIndustry job.pcOuterLink job.h5OuterLink  \\\n",
       "0            1-49人           广告/公关/会展             NaN             NaN   \n",
       "1         10000人以上           货运/物流/仓储                                   \n",
       "2           50-99人           广告/公关/会展                                   \n",
       "3         100-499人           广告/公关/会展             NaN             NaN   \n",
       "4         500-999人                互联网                                   \n",
       "5            1-49人           广告/公关/会展                                   \n",
       "6            1-49人               工程施工                                   \n",
       "7         100-499人           广告/公关/会展                                   \n",
       "8         100-499人           广告/公关/会展                                   \n",
       "9         100-499人           广告/公关/会展                                   \n",
       "10     5000-10000人           广告/公关/会展             NaN             NaN   \n",
       "11           1-49人               工程施工                                   \n",
       "12          50-99人           基金/证券/期货                                   \n",
       "13        100-499人           广告/公关/会展             NaN             NaN   \n",
       "14           1-49人           广告/公关/会展             NaN             NaN   \n",
       "15        100-499人           广播/影视/录音                                   \n",
       "16           1-49人           广告/公关/会展                                   \n",
       "\n",
       "   comp.compStage comp.compId  \n",
       "0             NaN         NaN  \n",
       "1            港股上市   9770323.0  \n",
       "2             NaN  12936455.0  \n",
       "3           融资未公开         NaN  \n",
       "4             已上市   7857853.0  \n",
       "5             NaN  13111367.0  \n",
       "6           融资未公开  12731733.0  \n",
       "7             NaN   8633977.0  \n",
       "8             NaN   8633977.0  \n",
       "9             NaN   8633977.0  \n",
       "10            NaN         NaN  \n",
       "11          融资未公开  12731733.0  \n",
       "12            NaN  12590815.0  \n",
       "13          融资未公开         NaN  \n",
       "14          融资未公开         NaN  \n",
       "15            NaN   8762479.0  \n",
       "16          融资未公开   9858199.0  \n",
       "\n",
       "[17 rows x 31 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.concat(response_df)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "e008f45b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'广告总监，广告策划'"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "key = payload['data']['mainSearchPcConditionForm']['key']\n",
    "key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "100f10ab",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.title</th>\n",
       "      <th>job.salary</th>\n",
       "      <th>job.dq</th>\n",
       "      <th>job.requireWorkYears</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.compScale</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[营销策划, 文案策划, 媒介策划, 公关策划, 新媒体策划, 信息流, 新媒体, 消费品,...</td>\n",
       "      <td>20231116113036</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>18-25k</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>大专</td>\n",
       "      <td>NaN</td>\n",
       "      <td>某北京广告/公关/会展公司</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>1-49人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[文案策划, 广告策划, 媒介策划, 网站策划, 营销策划, 客户管理, 广告媒体, 移动媒...</td>\n",
       "      <td>20230504175537</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>40-60k·15薪</td>\n",
       "      <td>北京-通州区</td>\n",
       "      <td>10年以上</td>\n",
       "      <td>本科</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>京东物流</td>\n",
       "      <td>货运/物流/仓储</td>\n",
       "      <td>10000人以上</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[广告/传媒/文化]</td>\n",
       "      <td>20231123144656</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>30-45k</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "      <td>上海氩氪广告Arkr Digital</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>50-99人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231127120051</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>40-60k</td>\n",
       "      <td>北京</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>某北京广告/公关/会展公司</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>100-499人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>[营销策划, 媒介策划, 广告策划, 自媒体策划, 新媒体, 广告媒体, 信息流, 门户网站...</td>\n",
       "      <td>20230323163808</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>18-30k</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>已上市</td>\n",
       "      <td>无双科技</td>\n",
       "      <td>互联网</td>\n",
       "      <td>500-999人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>[新媒体策划, 乙方经验]</td>\n",
       "      <td>20220303183600</td>\n",
       "      <td>广告策划总监</td>\n",
       "      <td>18-25k·13薪</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>大专</td>\n",
       "      <td>NaN</td>\n",
       "      <td>北京倍美文化传媒有限公司</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>1-49人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231121102642</td>\n",
       "      <td>广告策划运营</td>\n",
       "      <td>15-20k</td>\n",
       "      <td>北京-西城区</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>双田(北京)机电工程有限公司</td>\n",
       "      <td>工程施工</td>\n",
       "      <td>1-49人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231116151831</td>\n",
       "      <td>广告策划经理——free/全职</td>\n",
       "      <td>17-30k</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "      <td>新知百略</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>100-499人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231024151337</td>\n",
       "      <td>广告策划经理——free/全职</td>\n",
       "      <td>17-30k</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "      <td>新知百略</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>100-499人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231024144448</td>\n",
       "      <td>广告策划经理——free/全职</td>\n",
       "      <td>17-30k</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "      <td>新知百略</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>100-499人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231128193245</td>\n",
       "      <td>生活服务行业 广告策划</td>\n",
       "      <td>35-60k</td>\n",
       "      <td>北京</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "      <td>某上海大型广告/公关/会展公司</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>5000-10000人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231121094151</td>\n",
       "      <td>广告客户总监</td>\n",
       "      <td>15-20k</td>\n",
       "      <td>北京-西城区</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>双田(北京)机电工程有限公司</td>\n",
       "      <td>工程施工</td>\n",
       "      <td>1-49人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>[乙方公司背景, 公关策略, 文案策划]</td>\n",
       "      <td>20231011151748</td>\n",
       "      <td>广告客户总监</td>\n",
       "      <td>20-30k</td>\n",
       "      <td>北京-东城区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>大专</td>\n",
       "      <td>NaN</td>\n",
       "      <td>世厚(北京)投资管理有限公司</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>50-99人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>[]</td>\n",
       "      <td>20231127212639</td>\n",
       "      <td>创意策划总监（TVC方向）-北京</td>\n",
       "      <td>35-60k·15薪</td>\n",
       "      <td>北京</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>某北京广告/公关/会展公司</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>100-499人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>[线上线下, social    , 活动创意COPY, 创意COPY, 数字创意]</td>\n",
       "      <td>20231127190827</td>\n",
       "      <td>创意总监（Event-Copy）-BJ</td>\n",
       "      <td>30-45k·16薪</td>\n",
       "      <td>北京</td>\n",
       "      <td>10年以上</td>\n",
       "      <td>大专</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>某知名公司</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>1-49人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>[]</td>\n",
       "      <td>20210805153510</td>\n",
       "      <td>高级创意策划</td>\n",
       "      <td>20-30k·13薪</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>NaN</td>\n",
       "      <td>北京世相科技文化有限公司</td>\n",
       "      <td>广播/影视/录音</td>\n",
       "      <td>100-499人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>[]</td>\n",
       "      <td>20200224203733</td>\n",
       "      <td>策划总监</td>\n",
       "      <td>18-25k</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>猎豹互动传媒(北京)有限公司</td>\n",
       "      <td>广告/公关/会展</td>\n",
       "      <td>1-49人</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           job.labels job.refreshTime  \\\n",
       "0   [营销策划, 文案策划, 媒介策划, 公关策划, 新媒体策划, 信息流, 新媒体, 消费品,...  20231116113036   \n",
       "1   [文案策划, 广告策划, 媒介策划, 网站策划, 营销策划, 客户管理, 广告媒体, 移动媒...  20230504175537   \n",
       "2                                          [广告/传媒/文化]  20231123144656   \n",
       "3                                                  []  20231127120051   \n",
       "4   [营销策划, 媒介策划, 广告策划, 自媒体策划, 新媒体, 广告媒体, 信息流, 门户网站...  20230323163808   \n",
       "5                                       [新媒体策划, 乙方经验]  20220303183600   \n",
       "6                                                  []  20231121102642   \n",
       "7                                                  []  20231116151831   \n",
       "8                                                  []  20231024151337   \n",
       "9                                                  []  20231024144448   \n",
       "10                                                 []  20231128193245   \n",
       "11                                                 []  20231121094151   \n",
       "12                               [乙方公司背景, 公关策略, 文案策划]  20231011151748   \n",
       "13                                                 []  20231127212639   \n",
       "14         [线上线下, social    , 活动创意COPY, 创意COPY, 数字创意]  20231127190827   \n",
       "15                                                 []  20210805153510   \n",
       "16                                                 []  20200224203733   \n",
       "\n",
       "              job.title  job.salary  job.dq job.requireWorkYears  \\\n",
       "0                广告策划总监      18-25k  北京-朝阳区                 3-5年   \n",
       "1                广告策划总监  40-60k·15薪  北京-通州区                10年以上   \n",
       "2                广告策划总监      30-45k  北京-朝阳区                5-10年   \n",
       "3                广告策划总监      40-60k      北京                 经验不限   \n",
       "4                广告策划总监      18-30k  北京-朝阳区                 3-5年   \n",
       "5                广告策划总监  18-25k·13薪  北京-朝阳区                 3-5年   \n",
       "6                广告策划运营      15-20k  北京-西城区                5-10年   \n",
       "7       广告策划经理——free/全职      17-30k  北京-朝阳区                 3-5年   \n",
       "8       广告策划经理——free/全职      17-30k  北京-朝阳区                 3-5年   \n",
       "9       广告策划经理——free/全职      17-30k  北京-朝阳区                 3-5年   \n",
       "10          生活服务行业 广告策划      35-60k      北京                5-10年   \n",
       "11               广告客户总监      15-20k  北京-西城区                5-10年   \n",
       "12               广告客户总监      20-30k  北京-东城区                 3-5年   \n",
       "13     创意策划总监（TVC方向）-北京  35-60k·15薪      北京                5-10年   \n",
       "14  创意总监（Event-Copy）-BJ  30-45k·16薪      北京                10年以上   \n",
       "15               高级创意策划  20-30k·13薪  北京-朝阳区                 3-5年   \n",
       "16                 策划总监      18-25k  北京-朝阳区                5-10年   \n",
       "\n",
       "   job.requireEduLevel comp.compStage       comp.compName comp.compIndustry  \\\n",
       "0                   大专            NaN       某北京广告/公关/会展公司          广告/公关/会展   \n",
       "1                   本科           港股上市                京东物流          货运/物流/仓储   \n",
       "2                   本科            NaN  上海氩氪广告Arkr Digital          广告/公关/会展   \n",
       "3                 统招本科          融资未公开       某北京广告/公关/会展公司          广告/公关/会展   \n",
       "4                   本科            已上市                无双科技               互联网   \n",
       "5                   大专            NaN        北京倍美文化传媒有限公司          广告/公关/会展   \n",
       "6                   本科          融资未公开      双田(北京)机电工程有限公司              工程施工   \n",
       "7                   本科            NaN                新知百略          广告/公关/会展   \n",
       "8                   本科            NaN                新知百略          广告/公关/会展   \n",
       "9                   本科            NaN                新知百略          广告/公关/会展   \n",
       "10                  本科            NaN     某上海大型广告/公关/会展公司          广告/公关/会展   \n",
       "11                  本科          融资未公开      双田(北京)机电工程有限公司              工程施工   \n",
       "12                  大专            NaN      世厚(北京)投资管理有限公司          基金/证券/期货   \n",
       "13                统招本科          融资未公开       某北京广告/公关/会展公司          广告/公关/会展   \n",
       "14                  大专          融资未公开               某知名公司          广告/公关/会展   \n",
       "15                  本科            NaN        北京世相科技文化有限公司          广播/影视/录音   \n",
       "16                  本科          融资未公开      猎豹互动传媒(北京)有限公司          广告/公关/会展   \n",
       "\n",
       "   comp.compScale  \n",
       "0           1-49人  \n",
       "1        10000人以上  \n",
       "2          50-99人  \n",
       "3        100-499人  \n",
       "4        500-999人  \n",
       "5           1-49人  \n",
       "6           1-49人  \n",
       "7        100-499人  \n",
       "8        100-499人  \n",
       "9        100-499人  \n",
       "10    5000-10000人  \n",
       "11          1-49人  \n",
       "12         50-99人  \n",
       "13       100-499人  \n",
       "14          1-49人  \n",
       "15       100-499人  \n",
       "16          1-49人  "
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_广告_北京 =  df[['job.labels','job.refreshTime','job.title','job.salary','job.dq','job.requireWorkYears','job.requireEduLevel','comp.compStage','comp.compName','comp.compIndustry','comp.compScale']]\n",
    "df_广告_北京"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02b42c6f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": true,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
